From 67cce585256359f3f6da8263068ff5438153c357 Mon Sep 17 00:00:00 2001 From: murraybj Date: Fri, 13 Dec 2024 13:39:24 -0500 Subject: [PATCH] Update documentation --- .../jupyter_book/book_template/markdown.html | 2 +- .../jupyter_book/book_template/markdown.html | 2 +- .../1.1 Knapsack Example.html | 2 +- Material/Pyomo Fundamentals/Exercises 1.html | 2 +- .../1.1 Knapsack Example.ipynb | 24 ++++--------------- _sources/intro.md | 2 ++ genindex.html | 2 +- intro.html | 3 ++- search.html | 2 +- searchindex.js | 2 +- 10 files changed, 15 insertions(+), 28 deletions(-) diff --git a/.venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown.html b/.venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown.html index 417f449d..ab3946a2 100644 --- a/.venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown.html +++ b/.venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown.html @@ -32,7 +32,7 @@ - + diff --git a/.venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown.html b/.venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown.html index 186a11b8..dd30deaa 100644 --- a/.venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown.html +++ b/.venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown.html @@ -32,7 +32,7 @@ - + diff --git a/Material/Pyomo Fundamentals/1.1 Knapsack Example.html b/Material/Pyomo Fundamentals/1.1 Knapsack Example.html index 2bfb6ade..50deee1a 100644 --- a/Material/Pyomo Fundamentals/1.1 Knapsack Example.html +++ b/Material/Pyomo Fundamentals/1.1 Knapsack Example.html @@ -32,7 +32,7 @@ - + diff --git a/Material/Pyomo Fundamentals/Exercises 1.html b/Material/Pyomo Fundamentals/Exercises 1.html index 360964ca..e20d8740 100644 --- a/Material/Pyomo Fundamentals/Exercises 1.html +++ b/Material/Pyomo Fundamentals/Exercises 1.html @@ -32,7 +32,7 @@ - + diff --git a/_sources/Material/Pyomo Fundamentals/1.1 Knapsack Example.ipynb b/_sources/Material/Pyomo Fundamentals/1.1 Knapsack Example.ipynb index 4b0a72e6..addd6b3a 100644 --- a/_sources/Material/Pyomo Fundamentals/1.1 Knapsack Example.ipynb +++ b/_sources/Material/Pyomo Fundamentals/1.1 Knapsack Example.ipynb @@ -10,20 +10,15 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1 Set Declarations\n", - " x_index : Size=1, Index=None, Ordered=Insertion\n", - " Key : Dimen : Domain : Size : Members\n", - " None : 1 : Any : 4 : {'hammer', 'wrench', 'screwdriver', 'towel'}\n", - "\n", "1 Var Declarations\n", - " x : Size=4, Index=x_index\n", + " x : Size=4, Index={hammer, wrench, screwdriver, towel}\n", " Key : Lower : Value : Upper : Fixed : Stale : Domain\n", " hammer : 0 : 1.0 : 1 : False : False : Binary\n", " screwdriver : 0 : 1.0 : 1 : False : False : Binary\n", @@ -40,18 +35,7 @@ " Key : Lower : Body : Upper : Active\n", " None : -Inf : 5*x[hammer] + 7*x[wrench] + 4*x[screwdriver] + 3*x[towel] : 14.0 : True\n", "\n", - "4 Declarations: x_index x obj weight_con\n" - ] - }, - { - "ename": "", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n", - "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n", - "\u001b[1;31mClick here for more info. \n", - "\u001b[1;31mView Jupyter log for further details." + "3 Declarations: x obj weight_con\n" ] } ], @@ -97,7 +81,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.5" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/_sources/intro.md b/_sources/intro.md index a8b39111..531a0b59 100644 --- a/_sources/intro.md +++ b/_sources/intro.md @@ -1,4 +1,6 @@ # Pyomo Workshop +This JupyterBook is a result of the effort to make the knowledge and algorithms surrounding optimization more accessible to the public, a core value of the SECQUOIA research group at Purdue University. The contents were adapted from Sandia Lab's Pyomo workshop. + ```{tableofcontents} ``` diff --git a/genindex.html b/genindex.html index 40eaed13..3f09453f 100644 --- a/genindex.html +++ b/genindex.html @@ -31,7 +31,7 @@ - + diff --git a/intro.html b/intro.html index 987c660c..a93ac924 100644 --- a/intro.html +++ b/intro.html @@ -32,7 +32,7 @@ - + @@ -426,6 +426,7 @@

Pyomo Workshop

Pyomo Workshop#

+

This JupyterBook is a result of the effort to make the knowledge and algorithms surrounding optimization more accessible to the public, a core value of the SECQUOIA research group at Purdue University. The contents were adapted from Sandia Lab’s Pyomo workshop.

  • Pyomo Fundamentals
    • diff --git a/search.html b/search.html index 3f298ce7..363be856 100644 --- a/search.html +++ b/search.html @@ -30,7 +30,7 @@ - + diff --git a/searchindex.js b/searchindex.js index 1f6fa2ff..a77245dc 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles": {"1.1 Alternative Initialization:": [[106, null]], "1.1 Knapsack example:": [[111, null]], "1.2 Evaluation errors:": [[107, null]], "1.2 Knapsack with improved printing:": [[112, null]], "1.3 Alternative Formulations:": [[108, null]], "1.3 Changing data:": [[113, null]], "1.4 Loading data from Excel:": [[114, null]], "1.4 Reactor design problem (Hart et al., 2017; Bequette, 2003):": [[109, null]], "1.5 NLP vs MIP:": [[115, null]], "2.1 Knapsack problem with rules:": [[116, null]], "2.2 Integer formulation of the knapsack problem:": [[117, null]], "3-Clause BSD License": [[33, "clause-bsd-license"], [81, "clause-bsd-license"]], "3.1 Using the decorator notation for rules:": [[118, null]], "3.2 Changing Parameter values:": [[119, null]], "3.3 Integer cuts:": [[120, null]], "3.4 Putting it all together with the lot sizing example: (Hart et al., 2017)": [[121, null]], "A guide to masked arrays in NumPy": [[32, null], [80, null]], "A11Y Dark": [[1, null], [49, null]], "A11Y High Contrast Dark": [[2, null], [50, null]], "A11Y High Contrast Light": [[3, null], [51, null]], "A11Y Light": [[4, null], [52, null]], "API": [[29, "api"], [77, "api"]], "An example cell": [[25, "an-example-cell"], [73, "an-example-cell"], [128, "an-example-cell"]], "Authors": [[36, null], [84, null]], "Blinds Dark": [[5, null], [53, null]], "Blinds Light": [[6, null], [54, null]], "CDN": [[31, "cdn"], [79, "cdn"]], "CHANGELOG": [[31, "changelog"], [79, "changelog"]], "Citations": [[24, "citations"], [72, "citations"]], "Code blocks and outputs": [[26, "code-blocks-and-outputs"], [74, "code-blocks-and-outputs"]], "Collocation Matrix": [[97, null]], "Colors": [[1, "colors"], [2, "colors"], [3, "colors"], [4, "colors"], [5, "colors"], [6, "colors"], [7, "colors"], [8, "colors"], [9, "colors"], [10, "colors"], [11, "colors"], [12, "colors"], [13, "colors"], [14, "colors"], [15, "colors"], [16, "colors"], [49, "colors"], [50, "colors"], [51, "colors"], [52, "colors"], [53, "colors"], [54, "colors"], [55, "colors"], [56, "colors"], [57, "colors"], [58, "colors"], [59, "colors"], [60, "colors"], [61, "colors"], [62, "colors"], [63, "colors"], [64, "colors"]], "Compiled translation files": [[45, "compiled-translation-files"], [93, "compiled-translation-files"]], "Components": [[33, "components"], [81, "components"]], "Content with notebooks": [[26, null], [74, null]], "Contents": [[32, "contents"], [80, "contents"]], "Contributors": [[36, "contributors"], [84, "contributors"]], "Create a notebook with MyST Markdown": [[25, "create-a-notebook-with-myst-markdown"], [73, "create-a-notebook-with-myst-markdown"], [128, "create-a-notebook-with-myst-markdown"]], "Creator": [[36, "creator"], [84, "creator"]], "Dependencies": [[31, "dependencies"], [79, "dependencies"]], "Dynamic Exercises": [[96, null]], "Example": [[29, "example"], [77, "example"]], "Exercises 1": [[122, null]], "Exercises 2": [[123, null]], "Exercises 3": [[124, null]], "FAQ": [[31, "faq"], [79, "faq"]], "Features": [[31, "features"], [79, "features"]], "GDP Exercises": [[103, null]], "Github Dark": [[7, null], [55, null]], "Github Dark Colorblind": [[8, null], [56, null]], "Github Dark High Contrast": [[9, null], [57, null]], "Github Light": [[10, null], [58, null]], "Github Light Colorblind": [[11, null], [59, null]], "Github Light High Contrast": [[12, null], [60, null]], "Gotthard Dark": [[13, null], [61, null]], "Gotthard Light": [[14, null], [62, null]], "Greative": [[15, null], [63, null]], "History": [[32, "history"], [80, "history"]], "Install": [[30, "install"], [78, "install"]], "Installation": [[29, "installation"], [77, "installation"]], "LICENSE": [[0, null], [48, null]], "Learn more": [[24, "learn-more"], [72, "learn-more"]], "License": [[29, "license"], [30, "license"], [31, "license"], [77, "license"], [78, "license"], [79, "license"]], "License for Sphinx": [[41, null], [89, null]], "Licenses for incorporated software": [[41, "licenses-for-incorporated-software"], [89, "licenses-for-incorporated-software"]], "Main differences": [[32, "main-differences"], [80, "main-differences"]], "Markdown + notebooks": [[26, "markdown-notebooks"], [74, "markdown-notebooks"]], "Markdown Files": [[24, null], [72, null]], "Masked records": [[32, "masked-records"], [80, "masked-records"]], "MyST markdown": [[26, "myst-markdown"], [74, "myst-markdown"]], "NCSA Open Source License": [[33, null], [81, null]], "New features": [[32, "new-features"], [80, "new-features"]], "Nonlinear Exercises": [[105, null]], "Notebooks with MyST Markdown": [[25, null], [73, null], [128, null]], "Optimizing maskedarray": [[32, "optimizing-maskedarray"], [80, "optimizing-maskedarray"]], "Parameter Estimation 1": [[98, null]], "Parameter Estimation 2": [[99, null]], "Pitaya Smoothie": [[16, null], [64, null]], "Pyomo Fundamentals": [[110, null]], "Pyomo Workshop": [[127, null]], "Quickly add YAML metadata for MyST Notebooks": [[25, "quickly-add-yaml-metadata-for-myst-notebooks"], [73, "quickly-add-yaml-metadata-for-myst-notebooks"], [128, "quickly-add-yaml-metadata-for-myst-notebooks"]], "References": [[125, null]], "Revision notes": [[32, "revision-notes"], [80, "revision-notes"]], "Sample Roles and Directives": [[24, "sample-roles-and-directives"], [72, "sample-roles-and-directives"]], "Should masked arrays be filled before processing or not?": [[32, "should-masked-arrays-be-filled-before-processing-or-not"], [80, "should-masked-arrays-be-filled-before-processing-or-not"]], "Show me": [[31, "show-me"], [79, "show-me"]], "Small Dae Example": [[101, null]], "Small Find Diff example": [[102, null]], "Small collocation example": [[100, null]], "Strip Packing": [[104, null]], "Structure of translation files": [[45, "structure-of-translation-files"], [93, "structure-of-translation-files"]], "Thanks": [[32, "thanks"], [80, "thanks"]], "The MIT License (MIT)": [[22, null], [70, null]], "This software is under the MIT Licence": [[20, null], [34, null], [68, null], [82, null]], "To update a translation": [[45, "to-update-a-translation"], [93, "to-update-a-translation"]], "ToDo": [[31, "todo"], [79, "todo"]], "Translation source files": [[45, "translation-source-files"], [93, "translation-source-files"]], "Translation workflow": [[45, null], [93, null]], "Use": [[30, "use"], [78, "use"]], "Use in Browser": [[31, "use-in-browser"], [79, "use-in-browser"]], "Use with node.js": [[31, "use-with-node-js"], [79, "use-with-node-js"]], "Using maskedarray with matplotlib": [[32, "using-maskedarray-with-matplotlib"], [80, "using-maskedarray-with-matplotlib"]], "Using the new package with numpy.core.ma": [[32, "using-the-new-package-with-numpy-core-ma"], [80, "using-the-new-package-with-numpy-core-ma"]], "Welcome to your Jupyter Book": [[23, null], [71, null]], "What is MyST?": [[24, "what-is-myst"], [72, "what-is-myst"]], "Workflow of translations": [[45, "workflow-of-translations"], [93, "workflow-of-translations"]], "[0.4.4] on September 27, 2017": [[31, "on-september-27-2017"], [79, "on-september-27-2017"]], "[0.4.5] on November 06, 2017": [[31, "on-november-06-2017"], [79, "on-november-06-2017"]], "[0.4.6] on January 05, 2018": [[31, "on-january-05-2018"], [79, "on-january-05-2018"]], "[0.5.0] on August 15, 2018": [[31, "on-august-15-2018"], [79, "on-august-15-2018"]], "[0.5.2] on September 07, 2018": [[31, "on-september-07-2018"], [79, "on-september-07-2018"]], "[0.5.3] on November 11, 2018": [[31, "on-november-11-2018"], [79, "on-november-11-2018"]], "[0.5.4] on January 20, 2019": [[31, "on-january-20-2019"], [79, "on-january-20-2019"]], "[0.5.5] on February 07, 2019": [[31, "on-february-07-2019"], [79, "on-february-07-2019"]], "[0.6.0] on October 04, 2019": [[31, "on-october-04-2019"], [79, "on-october-04-2019"]], "markdown-it-container": [[29, null], [77, null]], "markdown-it-deflist": [[30, null], [78, null]], "markdown-it-texmath": [[31, null], [79, null]], "pyomo_jupyter_book": [[126, null]]}, "docnames": [".venv/lib/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_colorblind/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/greative/README", ".venv/lib/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README", ".venv/lib/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/click-8.1.7.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README", ".venv/lib/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE", ".venv/lib/python3.10/site-packages/idna-3.10.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/intro", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/notebooks", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/mdit_py_plugins/container/README", ".venv/lib/python3.10/site-packages/mdit_py_plugins/deflist/README", ".venv/lib/python3.10/site-packages/mdit_py_plugins/texmath/README", ".venv/lib/python3.10/site-packages/numpy/ma/README", ".venv/lib/python3.10/site-packages/numpy/random/LICENSE", ".venv/lib/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE", ".venv/lib/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION", ".venv/lib/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS", ".venv/lib/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE", ".venv/lib/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE", ".venv/lib/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE", ".venv/lib/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module", ".venv/lib/python3.10/site-packages/sphinx_book_theme/assets/translations/README", ".venv/lib/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/zmq/backend/cffi/README", ".venv/lib64/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_colorblind/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/greative/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README", ".venv/lib64/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/click-8.1.7.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README", ".venv/lib64/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE", ".venv/lib64/python3.10/site-packages/idna-3.10.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/intro", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/notebooks", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/container/README", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/deflist/README", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/texmath/README", ".venv/lib64/python3.10/site-packages/numpy/ma/README", ".venv/lib64/python3.10/site-packages/numpy/random/LICENSE", ".venv/lib64/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE", ".venv/lib64/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION", ".venv/lib64/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS", ".venv/lib64/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE", ".venv/lib64/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE", ".venv/lib64/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE", ".venv/lib64/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module", ".venv/lib64/python3.10/site-packages/sphinx_book_theme/assets/translations/README", ".venv/lib64/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/zmq/backend/cffi/README", "Material/Dynamic Exercises", "Material/Dynamic Exercises/colloc_matrix", "Material/Dynamic Exercises/param_est1", "Material/Dynamic Exercises/param_est2", "Material/Dynamic Exercises/small_colloc", "Material/Dynamic Exercises/small_dae", "Material/Dynamic Exercises/small_findiff", "Material/GDP Exercises", "Material/GDP Exercises/strip_packing", "Material/Nonlinear Exercises", "Material/Nonlinear Exercises/1.1 Alternative Initialization", "Material/Nonlinear Exercises/1.2 Evaluation errors", "Material/Nonlinear Exercises/1.3 Alternative Formulations", "Material/Nonlinear Exercises/1.4 Reactor design problem", "Material/Pyomo Fundamentals", "Material/Pyomo Fundamentals/1.1 Knapsack Example", "Material/Pyomo Fundamentals/1.2 Knapsack with improved printing", "Material/Pyomo Fundamentals/1.3 Changing data", "Material/Pyomo Fundamentals/1.4 Loading data from Excel", "Material/Pyomo Fundamentals/1.5 NLP vs MIP", "Material/Pyomo Fundamentals/2.1 Knapsack problem with rules", "Material/Pyomo Fundamentals/2.2 Integer formulation of the knapsack problem", "Material/Pyomo Fundamentals/3.1 Using the decorator notation for rules", "Material/Pyomo Fundamentals/3.2 Changing Parameter values", "Material/Pyomo Fundamentals/3.3 Integer cuts", "Material/Pyomo Fundamentals/3.4 Putting it all together with the lot sizing example", "Material/Pyomo Fundamentals/Exercises 1", "Material/Pyomo Fundamentals/Exercises 2", "Material/Pyomo Fundamentals/Exercises 3", "Material/References", "README", "intro", "markdown-notebooks"], "envversion": {"sphinx": 62, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinxcontrib.bibtex": 9}, "filenames": [".venv/lib/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_colorblind/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/greative/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README.md", ".venv/lib/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/click-8.1.7.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md", ".venv/lib/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE.rst", ".venv/lib/python3.10/site-packages/idna-3.10.dist-info/LICENSE.md", ".venv/lib/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/intro.md", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown.md", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks.md", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/notebooks.ipynb", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS.rst", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/mdit_py_plugins/container/README.md", ".venv/lib/python3.10/site-packages/mdit_py_plugins/deflist/README.md", ".venv/lib/python3.10/site-packages/mdit_py_plugins/texmath/README.md", ".venv/lib/python3.10/site-packages/numpy/ma/README.rst", ".venv/lib/python3.10/site-packages/numpy/random/LICENSE.md", ".venv/lib/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE.rst", ".venv/lib/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION.rst", ".venv/lib/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS.rst", ".venv/lib/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE.md", ".venv/lib/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE.md", ".venv/lib/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE.md", ".venv/lib/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base.rst", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class.rst", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module.rst", ".venv/lib/python3.10/site-packages/sphinx_book_theme/assets/translations/README.md", ".venv/lib/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/zmq/backend/cffi/README.md", ".venv/lib64/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_colorblind/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/greative/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README.md", ".venv/lib64/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/click-8.1.7.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md", ".venv/lib64/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE.rst", ".venv/lib64/python3.10/site-packages/idna-3.10.dist-info/LICENSE.md", ".venv/lib64/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/intro.md", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown.md", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks.md", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/notebooks.ipynb", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS.rst", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/container/README.md", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/deflist/README.md", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/texmath/README.md", ".venv/lib64/python3.10/site-packages/numpy/ma/README.rst", ".venv/lib64/python3.10/site-packages/numpy/random/LICENSE.md", ".venv/lib64/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE.rst", ".venv/lib64/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION.rst", ".venv/lib64/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS.rst", ".venv/lib64/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE.md", ".venv/lib64/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE.md", ".venv/lib64/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE.md", ".venv/lib64/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base.rst", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class.rst", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module.rst", ".venv/lib64/python3.10/site-packages/sphinx_book_theme/assets/translations/README.md", ".venv/lib64/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/zmq/backend/cffi/README.md", "Material/Dynamic Exercises.md", "Material/Dynamic Exercises/colloc_matrix.ipynb", "Material/Dynamic Exercises/param_est1.ipynb", "Material/Dynamic Exercises/param_est2.ipynb", "Material/Dynamic Exercises/small_colloc.ipynb", "Material/Dynamic Exercises/small_dae.ipynb", "Material/Dynamic Exercises/small_findiff.ipynb", "Material/GDP Exercises.md", "Material/GDP Exercises/strip_packing.ipynb", "Material/Nonlinear Exercises.md", "Material/Nonlinear Exercises/1.1 Alternative Initialization.ipynb", "Material/Nonlinear Exercises/1.2 Evaluation errors.ipynb", "Material/Nonlinear Exercises/1.3 Alternative Formulations.ipynb", "Material/Nonlinear Exercises/1.4 Reactor design problem.ipynb", "Material/Pyomo Fundamentals.md", "Material/Pyomo Fundamentals/1.1 Knapsack Example.ipynb", "Material/Pyomo Fundamentals/1.2 Knapsack with improved printing.ipynb", "Material/Pyomo Fundamentals/1.3 Changing data.ipynb", "Material/Pyomo Fundamentals/1.4 Loading data from Excel.ipynb", "Material/Pyomo Fundamentals/1.5 NLP vs MIP.ipynb", "Material/Pyomo Fundamentals/2.1 Knapsack problem with rules.ipynb", "Material/Pyomo Fundamentals/2.2 Integer formulation of the knapsack problem.ipynb", "Material/Pyomo Fundamentals/3.1 Using the decorator notation for rules.ipynb", "Material/Pyomo Fundamentals/3.2 Changing Parameter values.ipynb", "Material/Pyomo Fundamentals/3.3 Integer cuts.ipynb", "Material/Pyomo Fundamentals/3.4 Putting it all together with the lot sizing example.ipynb", "Material/Pyomo Fundamentals/Exercises 1.md", "Material/Pyomo Fundamentals/Exercises 2.md", "Material/Pyomo Fundamentals/Exercises 3.md", "Material/References.md", "README.md", "intro.md", "markdown-notebooks.md"], "indexentries": {}, "objects": {}, "objnames": {}, "objtypes": {}, "terms": {"": [0, 1, 2, 3, 4, 16, 24, 25, 26, 29, 31, 32, 33, 45, 47, 48, 49, 50, 51, 52, 64, 72, 73, 74, 77, 79, 80, 81, 93, 95, 98, 99, 104, 107, 108, 117, 120, 121, 128], "0": [1, 5, 9, 10, 11, 12, 16, 20, 26, 32, 49, 53, 57, 58, 59, 60, 64, 68, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "00": [98, 99, 100, 101, 102, 104, 106, 107, 108], "000": [98, 100, 101, 102, 107, 108], "000000": [6, 13, 54, 61, 120], "0000000000000000e": [100, 101, 102, 108], "0000000000000090e": 108, "0000000000001568e": 108, "0000000000011841e": 108, "000000000e": 104, "0000000031647193e": 108, "0000000e": [100, 101, 102, 108], "000000168013341": [97, 100], "0000002520200333": [97, 100], "0000006e": 108, "000001008080126": [97, 100], "0000011e": 108, "0000013e": 108, "00016666666666666666": 109, "0003333333333333333": 109, "0003939e": 108, "000e": 104, "000f": 107, "000h": 107, "001": [107, 108], "0016425e": 108, "001f": 107, "002": 107, "0020268e": 108, "0023722e": 108, "003": [100, 102, 107], "003509348488082": 99, "003h": 107, "004": [101, 107, 108], "0046735e": 99, "0049999999999448": 108, "004999999999946002": 108, "004999999999999893": 108, "005": [98, 107, 108], "005000000000000042": 108, "0050001257911454": 108, "005000125791145421": 108, "005b82": [3, 51], "006": [99, 107], "00622f": [3, 51], "007": [99, 107], "0072b2": [6, 54], "00749c": [4, 52], "008": 107, "008561": [6, 54], "009": 107, "00e": [98, 99, 100, 101, 102, 107, 108], "00e0e0": [1, 2, 49, 50], "00f": [99, 108], "00h": [98, 99, 100, 101, 102, 108], "00r": 108, "01": [32, 80, 99, 100, 101, 102, 104, 107, 108], "010": 107, "010726": [15, 63], "011": 99, "0114799542957371e": 98, "013": 108, "014": 107, "015": 107, "0173366e": 99, "018": 99, "0189004e": 99, "0192356e": 99, "01e": [98, 99, 107, 108], "01f": [99, 108], "01h": [99, 108], "02": [98, 99, 102, 108], "0200713e": 108, "0216180e": 108, "0216846e": 108, "0219307e": 99, "0225288377992996e": 108, "023b95": [12, 60], "024c1a": [12, 60], "02e": [99, 100, 101, 107, 108], "02f": 99, "02h": [99, 108], "03": [98, 99, 100, 101, 108], "0301603320383990e": 108, "0316226586775465": 107, "0352617e": 108, "0357944730731203e": 98, "0378669e": 108, "03e": [98, 99, 108], "03f": [99, 108], "03h": [99, 108], "04": [98, 99, 102, 108], "0421100e": 108, "0456986e": 107, "0483853e": 99, "048810106494384": [97, 100], "0494629e": 108, "0495436e": 108, "04e": [98, 99, 107, 108], "04f": 108, "04h": [99, 108], "05": [99, 102, 108], "0531974615778044": [97, 100], "0535429e": 108, "0538196e": 108, "0541745e": 99, "0543379e": 99, "0547303e": 108, "0550ae": [10, 11, 58, 59], "0568867e": 108, "057": 108, "0590995e": 108, "05e": [99, 107, 108], "05h": [99, 108], "06": [98, 99, 108], "0620942e": 108, "0623429e": 99, "0628408e": 107, "0631714e": 108, "0643113e": 108, "06e": [99, 107, 108], "07": [98, 99, 100, 101, 108], "07e": [99, 108], "07r": 108, "08": [32, 80, 99, 108], "080808": [3, 51], "0809926760836025e": 107, "0809927e": 107, "0809936e": 107, "082": 99, "0828351e": 107, "0836282e": 99, "0880355e": 107, "0889266e": 99, "08e": [99, 107, 108], "09": [98, 102, 107, 108], "0909169532399198e": 99, "091": 99, "0915648e": 108, "0920100e": [107, 108], "0935334088806": 109, "0969da4a": [10, 11, 12, 58, 59, 60], "097": 99, "0975944e": 108, "0978360e": 99, "09e": [99, 107, 108], "0d1117": [7, 8, 9, 55, 56, 57], "0x74334805b100": 26, "0x7717740531f0": 74, "1": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 26, 29, 31, 32, 35, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 74, 77, 79, 80, 83, 97, 99, 100, 101, 102, 104, 117, 119, 120, 121, 125], "10": [1, 2, 8, 12, 15, 26, 49, 50, 56, 60, 63, 74, 97, 99, 100, 102, 104, 107, 108, 109, 119], "100": [26, 74, 99, 106], "1000": 109, "10000": 109, "100000000e": 104, "101": [99, 100, 101, 102], "1019026e": 99, "102": 99, "103": 99, "1039583e": 108, "104": [99, 104], "105": 99, "106": 99, "107": 99, "1072": 109, "108": 99, "109": 99, "1096": 118, "10e": [99, 107, 108], "11": [9, 57, 99, 104, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120], "110": 99, "111": 99, "1115805e": 99, "112": 99, "1151185e": 99, "1151671e": 99, "1154077e": 99, "1154685e": 99, "1155580e": 99, "116": 125, "116329": [10, 58], "116633": [4, 52], "1167287e": 99, "1167372e": 108, "1171847e": 99, "1181880e": 108, "1193681e": 108, "11e": [99, 100, 101, 108], "12": [7, 8, 9, 16, 55, 56, 57, 64, 99, 104, 107, 108, 112, 113, 114, 117, 118], "1215623e": 99, "122": 125, "1220772e": 99, "1236": 118, "124": [99, 104], "1241856e": 99, "1250787e": 99, "126": 99, "1288276e": 99, "1289054e": 108, "12e": [99, 107, 108], "13": [1, 2, 9, 15, 49, 50, 57, 63, 98, 99, 100, 101, 102, 104, 107, 108], "132": 125, "1330": 109, "1335145e": 99, "1335175e": 99, "1335637e": 99, "1338655e": 99, "135": 99, "1388536e": 99, "139388773624379": 97, "1393887736243791": 100, "1399751e": 99, "13e": [98, 99, 107, 108], "14": [4, 9, 10, 11, 12, 52, 57, 58, 59, 60, 99, 101, 104, 107, 108, 111, 112, 113, 114, 115, 116, 117, 119, 120], "1401919e": 99, "1410": 118, "1413847e": 99, "141414": [14, 62], "1421887e": 108, "1440213e": 99, "1443870e": 108, "1487223e": 99, "1489213e": 99, "14e": [99, 102, 108], "15": [98, 99, 100, 101, 104, 107, 108], "150": 99, "155051": [97, 100], "1551056e": 108, "1554282e": 108, "1562971e": 108, "1573362e": 108, "1573381e": 99, "1588649e": 99, "1590793e": 108, "15e": [98, 99, 107, 108], "16": [14, 62, 98, 99, 104, 107, 108], "1605265e": 108, "1606": 118, "164": 98, "166": 98, "1667899e": 108, "1678398419022438": [97, 100], "16e": [99, 107, 108], "17": [16, 64, 98, 99, 104, 107, 108, 120], "1707003e": 99, "1709471e": 108, "1715785e": 99, "1754618e": 99, "1792": 118, "17e": [99, 108], "18": [99, 104, 107, 108], "1802213e": 99, "1802298e": 99, "181036": [16, 64], "1861": 109, "1862889e": 99, "1862894024323384e": 99, "1862894e": 99, "1895629e": 99, "18c1c4": [16, 64], "18e": [99, 107, 108], "19": [3, 13, 51, 61, 99, 104, 108, 120], "1912245e": 99, "1915021e": 99, "1956": 118, "19680801": [26, 74], "1969347e": 108, "1999865e": 99, "19e": [99, 107, 108], "1e1e1": [4, 52], "2": [2, 7, 12, 14, 16, 20, 25, 32, 35, 50, 55, 60, 62, 64, 68, 73, 80, 83, 98, 100, 101, 102, 104, 106, 108, 109, 118, 121, 128], "20": [6, 54, 99, 104, 107, 108, 120], "2000": 109, "2001": [20, 68, 121, 125], "2003": 125, "2007": [32, 41, 80, 89], "2008": [0, 41, 48, 89], "2009": [38, 86], "2010": [17, 20, 34, 39, 65, 68, 82, 87], "2011": [17, 20, 28, 46, 65, 68, 76, 94], "2012": [38, 86], "2013": [21, 37, 69, 85], "2013289e": 99, "2014": [18, 66], "2016": [22, 70], "2017": 125, "2018": [40, 88, 98, 99, 100, 101, 102, 107, 108], "2019": [33, 39, 81, 87, 98, 99, 100, 101, 102, 107, 108], "2020": [17, 28, 65, 76], "2021": [37, 46, 85, 94], "2024": [0, 21, 40, 41, 48, 69, 88, 89], "2055975e": 99, "2058320e": 99, "20e": [99, 107, 108], "21": [32, 80, 99, 104, 107, 108], "2105755e": 108, "2134630e": 108, "2146757e": 99, "2162648e": 99, "2173800e": 99, "2175211e": 99, "2177375e": 99, "218": 104, "21e": [99, 107, 108], "22": [99, 104, 108], "2201926e": 99, "2204460492503131e": 108, "223": 99, "2247461916839306": [97, 100], "2257823e": 108, "2290130e": 107, "22e": [99, 108], "23": [32, 80, 99, 102, 104, 108], "2315611e": 107, "2318545e": 99, "2320641e": 99, "2322": 118, "2335621e": 99, "23e": [99, 107, 108], "24": [99, 100, 104, 108], "242424": [5, 53], "24292f": [10, 11, 12, 58, 59, 60], "2462198e": 108, "2496160e": 99, "24e": [99, 102, 107, 108], "25": [32, 80, 99, 104, 108, 112, 113, 114, 120], "250": 104, "2516703e": 99, "252124": [27, 75], "2528786e": 107, "25319725996179565": [97, 100], "2588672317133": 109, "25e": [99, 107, 108], "26": [31, 79, 99, 108], "2606218e": 99, "2610595e": 108, "2611836e": 99, "2628230e": 99, "2630462e": 99, "2633788e": 99, "264": 98, "2644173e": 108, "2656542480726785e": 99, "2666991e": 108, "26e": [99, 107, 108], "27": [99, 104, 108], "2712178e": 99, "2713520e": 99, "2722219e": 107, "274": 104, "2756204e": 108, "27e": [98, 99, 107, 108], "28": [99, 104, 108], "2857142884855868": 115, "2866091e": 99, "2872308e": 108, "2892990e": 99, "2898497e": 99, "28e": [99, 107, 108], "29": [99, 108], "2930543e": 99, "2960387e": 107, "2981580e": 108, "29e": [98, 99, 100, 101, 108], "2a": 109, "2a1968": [16, 64], "2b2b2b": [1, 2, 49, 50], "2f": 106, "2k_": 109, "2n": 104, "3": [1, 2, 4, 7, 8, 9, 13, 15, 21, 32, 35, 38, 49, 50, 52, 55, 56, 57, 61, 63, 69, 80, 83, 86, 97, 98, 99, 100, 101, 102, 104, 106, 107, 109, 111, 112, 115, 116, 117], "30": [99, 104, 108], "3004326e": 108, "3071752e": 108, "30e": [99, 108], "31": [99, 108], "3128549e": 108, "3131009e": 99, "31e": [99, 107, 108], "32": [99, 108], "3200328e": 107, "320e": 104, "321": 108, "3218374e": 99, "324": 118, "3246080e": 108, "3265288e": 107, "3274318e": 99, "32e": [99, 108], "33": [99, 104, 108], "330": 118, "33333330533110994": [97, 100], "3347854e": 108, "3392065234540951e": 107, "33e": [99, 108], "33r": 108, "34": [32, 80, 99, 104, 108], "3421277e": 99, "3438117610672782": 109, "34e": [99, 107, 108], "34r": 108, "35": [99, 108], "3503421431314564e": 108, "3527706e": 107, "3533766e": 99, "3540992e": 108, "35e": [99, 108], "35r": 108, "36": [99, 108], "3614927e": 99, "3622224e": 108, "368": 99, "36e": [99, 107, 108], "36r": 108, "37": [99, 108], "373": 99, "3768345e": 99, "37e": [98, 99, 100, 101, 108], "37r": 108, "38": [99, 108], "3821424037453669": 100, "382142403745367": 97, "3832051e": 108, "3874": 109, "38e": [99, 107, 108], "38r": 108, "39": [99, 108], "3918616e": 99, "3928326e": 107, "3937825e": 99, "3950490e": 108, "3964766e": 107, "3985928e": 107, "39e": [98, 99, 107, 108], "39r": 108, "3d73a9": [14, 62], "4": [3, 4, 5, 6, 10, 11, 13, 14, 15, 16, 25, 26, 32, 51, 52, 53, 54, 58, 59, 61, 62, 63, 64, 73, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120, 128], "40": 99, "4033538e": 99, "40e": [99, 107, 108], "40r": 108, "41": [99, 108], "41e": [98, 99, 108], "42": [99, 108], "42e": [99, 107, 108], "43": [99, 108], "4301800e": 108, "4318780e": 108, "4351946e": 108, "437200108632": 109, "437a6b": [14, 62], "4394796e": 108, "43e": [99, 107, 108], "44": [99, 108, 117], "4408920985006262e": 108, "4444856e": 99, "4451251e": 99, "44e": [99, 108], "45": [99, 101, 104, 108], "451": 99, "4518642e": 108, "45e": [98, 99], "46": [99, 108], "4670968e": 108, "4681398e": 108, "4687798e": 99, "46e": [99, 107, 108], "47": [99, 108], "4721920e": 108, "473d18": [15, 63], "4748196e": 108, "4749624e": 108, "4761840e": 108, "47e": [99, 102, 108], "48": [99, 108], "4804811e": 107, "485": 118, "48e": [99, 108], "49": [99, 108], "4924703e": 99, "4928608e": 107, "494": 99, "4943971e": 108, "498": 107, "4987215e": 108, "49e": [99, 108], "4c4b4be8": [13, 61], "5": [3, 5, 6, 7, 10, 11, 12, 14, 15, 16, 26, 32, 51, 53, 54, 55, 58, 59, 60, 62, 63, 64, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 116, 117, 119, 120, 121], "50": [99, 101, 108], "5000": 109, "5037068e": 99, "5041988e": 107, "5059036424968433e": 107, "5070264e": 108, "50e": [99, 108], "51": [99, 108], "5127061e": 108, "5137424147651268e": 98, "5142436e": 108, "515151": [3, 4, 51, 52], "5158913589264014e": 108, "5169810e": 107, "51e": [99, 100, 101, 107, 108], "52": [99, 108], "5241867e": 108, "5293245e": 108, "52e": [99, 107, 108], "53": [99, 108], "531": 118, "53197233105394": 97, "5319723310539404": 100, "531972415060627": 97, "5319724150606273": 100, "539": 99, "5391cf": [5, 53], "53e": [99, 100, 101, 107, 108], "54": [99, 108], "5403307e": 107, "5411085e": 108, "54e": [99, 107, 108], "55": [32, 80, 99], "550": 99, "5507361e": 99, "5511151231257827e": 108, "5522789e": 99, "5566442170075718e": 98, "5566442e": 98, "5566463e": 98, "5583161e": 108, "55e": [99, 108], "55r": 108, "56": 99, "5639520e": 98, "564": 99, "567": 118, "567840077120941": 97, "5678400771209411": 100, "56e": [99, 107, 108], "56r": 108, "57": 99, "577e": 104, "57e": [99, 107, 108], "57r": 108, "58": [99, 108], "5828123e": 99, "583": 99, "5855462e": 107, "5899060e": 108, "58a6ff70": [8, 9, 56, 57], "58e": [99, 107, 108], "59": [99, 108], "5938203946741843e": 99, "594": 98, "5940882e": 99, "59e": [99, 107, 108], "5ca7e4": [15, 63], "6": [1, 2, 4, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 49, 50, 52, 53, 54, 55, 56, 58, 59, 61, 62, 63, 64, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 115, 116, 117, 119, 120, 121], "60": [99, 108], "6000": 109, "605199625387": 109, "606": 99, "60e": [99, 107, 108], "61": [99, 108], "6118466e": 108, "61e": [99, 107, 108], "62": [99, 108], "622cbc": [12, 60], "624": 99, "626": 107, "627": 107, "628": 107, "6285131e": 108, "629": 107, "62e": [99, 108], "63": [99, 108], "630": 107, "63e": [99, 108], "64": [99, 108], "644949": [97, 100], "647": 99, "64e": [99, 108], "65": [99, 108], "6505724e": 108, "6559704e": 108, "656": 99, "65e": [99, 108], "66": [99, 108], "6603131e": 99, "6608441e": 99, "6615861e": 99, "6629897e": 99, "6632270e": 99, "6666666666666667": 109, "66666691": [5, 53], "66707b": [12, 60], "669": 99, "66ccee": [5, 53], "66e": [99, 107, 108], "66e9ec": [16, 64], "67": [99, 108, 125], "6721345e": 107, "6730c5": [3, 51], "6759509e": 108, "679e": 104, "67e": [99, 107, 108], "68": [99, 108], "6828370e": 99, "6867493e": 98, "68e": [99, 107, 108], "69": [32, 80, 99, 108], "6900564e": 99, "6918851e": 108, "6973110e": 107, "6988313e": 108, "69e": [99, 108], "6e7681": [7, 55], "6e7781": [10, 11, 58, 59], "6f98b3": [13, 61], "7": [1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 49, 50, 51, 52, 53, 55, 56, 58, 59, 60, 61, 62, 63, 97, 98, 99, 100, 101, 102, 104, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120, 121], "70": 99, "702c00": [12, 60], "7049410e": 108, "7063949e": 107, "7082443e": 108, "70e": [99, 107, 108], "70r": 108, "71": 99, "7126984e": 99, "7179466e": 108, "71e": [99, 108], "71r": 108, "72": [99, 108], "7255730178078466e": 102, "72e": [98, 99, 108], "72f088": [9, 57], "73": [99, 108], "7335004e": 108, "737373": [6, 54], "7377623e": 108, "7382990e": 108, "7393879671602779": [97, 100], "73e": [99, 102, 108], "74": [99, 108], "742e": 104, "7449172e": 108, "7483881e": 108, "74e": [99, 102, 107, 108], "75": [99, 108], "750e": 104, "752432": 107, "7536170e": 108, "7547126e": 108, "7587273e": 99, "75e": [99, 107, 108], "76": [99, 100, 104, 108], "7628486e": 108, "7634018e": 99, "769": 98, "76e": [99, 108], "77": [99, 108], "7704895589362195e": 108, "7714229e": 98, "7715611723760958e": [100, 101], "7752546483828548": 97, "77525464838285485": 100, "7756299e": 107, "7776427e": 108, "77e": [99, 100, 101, 108], "78": [99, 108], "78e": [99, 107, 108], "79": [99, 108], "7963225e": 99, "7976779e": 108, "797979": [15, 63], "7998f2": [16, 64], "79c0ff": [7, 8, 55, 56], "79e": [99, 102, 108], "7ee787": [7, 55], "7f4707": [3, 4, 51, 52], "8": [1, 2, 4, 5, 7, 9, 11, 12, 13, 15, 16, 31, 49, 50, 52, 53, 55, 57, 59, 60, 61, 63, 64, 79, 98, 99, 100, 101, 102, 104, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120], "80": [99, 108], "801": 98, "8032208e": 108, "8045e5": [4, 52], "8047428e": 108, "80e": [99, 107, 108], "81": [99, 108], "8180623e": 108, "81b19b": [13, 61], "81e": [99, 107, 108], "82": [99, 108], "8250df": [10, 11, 58, 59], "82e": [99, 107, 108], "83": [99, 108], "8303563e": 108, "8333333333333334": 109, "83e": [99, 107, 108], "84": 99, "84e": [99, 108], "84r": 108, "85": 99, "8551062e": 108, "8551263e": 108, "8554063e": 108, "85e": [99, 107, 108], "85r": 108, "86": [99, 108], "8637398e": 99, "86e": [98, 99, 107, 108], "86r": 108, "87": [99, 108], "8758563e": 108, "8786849e": 108, "8786ac": [16, 64], "87e": 99, "88": [99, 108], "8814789e": 108, "8818509e": 108, "8828318e": 99, "8833827526759706e": 107, "8840295e": 108, "88e": [99, 107, 108], "89": [99, 108], "8907970e": 108, "8959813e": 108, "8963008e": 108, "8972966e": 99, "8990727e": 108, "89e": [99, 107, 108], "8a4600": [11, 59], "8b949e": [7, 55], "8c8c8c": [5, 53], "9": [1, 2, 3, 4, 7, 8, 9, 13, 14, 15, 16, 49, 50, 51, 52, 55, 56, 57, 61, 62, 63, 64, 97, 98, 99, 100, 104, 107, 108, 119], "90": [99, 108], "9029431e": 99, "90312e": 107, "9064258e": 99, "9066403e": 107, "90e": [99, 108], "91": [32, 80, 99, 108], "912583": [3, 51], "9179264e": 108, "9195690e": 108, "91cbff": [9, 57], "91e": [99, 107, 108], "92": [99, 108], "92e": [99, 100, 101, 107, 108], "93": [99, 108], "9309627e": 108, "93e": [99, 108], "94": 99, "9463570e": 108, "9492790e": 108, "94e": [98, 99, 108], "95": 99, "95163": 104, "9528153e": 107, "953800": [10, 58], "958e": 104, "959": 98, "95e": [99, 107, 108], "96": 99, "96e": [99, 107, 108], "97": 99, "9701812e": 107, "9704435e": 108, "9741224e": 108, "974eb7": [14, 62], "9762286e": 108, "9772743e": 108, "9777374e": 99, "9781355e": 99, "9787064e": 108, "97e": [99, 108], "98": [99, 108], "9827616e": 108, "9833353e": 108, "9838140e": 98, "98661b": [14, 62], "9888137e": 108, "98e": [99, 108], "99": 99, "9968997e": 108, "996b00": [6, 54], "9975467e": 108, "9989710e": 108, "9999977260457736": 99, "999999": [32, 80], "99e": [99, 107, 108], "9e86c8": [15, 63], "9e8741": [15, 63], "9f4e55": [14, 62], "A": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 99, 104, 106, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120, 125, 126], "AND": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "AS": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "AT": [36, 84], "As": [26, 32, 74, 80], "BE": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "BUT": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "BY": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "But": [26, 74], "By": [32, 80], "FOR": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "For": [24, 26, 32, 72, 74, 80, 98, 99, 100, 101, 102, 107, 108, 120], "IF": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "IN": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "If": [25, 29, 30, 32, 73, 77, 78, 80, 109, 128], "In": [32, 80, 107, 109, 114, 117, 118, 119], "It": [23, 24, 35, 71, 72, 83], "NO": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "NOT": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "No": [32, 80, 112, 113, 114], "OF": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "ON": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "OR": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "One": 117, "SUCH": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "THE": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "TO": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "That": [25, 73, 128], "The": [17, 19, 20, 24, 25, 28, 31, 32, 33, 34, 37, 40, 41, 45, 65, 67, 68, 72, 73, 76, 79, 80, 81, 82, 85, 88, 89, 93, 107, 109, 112, 120, 121, 128], "There": [26, 74, 108], "These": [45, 93], "To": [19, 32, 67, 80], "WITH": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "With": [25, 29, 73, 77, 128], "_": [117, 120, 121], "_0": 104, "__array_finalize__": [32, 80], "__getattribute__": [32, 80], "__import__": [19, 67], "__init__": [19, 67], "__name__": [19, 67], "__new__": [32, 80], "__path__": [19, 67], "_a_diffeq": 99, "_b_diffeq": 99, "_back_diff": 102, "_colloc_eq": 100, "_colloc_eq_t": 100, "_compile_transl": [45, 93], "_cont_t": 100, "_cont_z": 100, "_da": 99, "_data": [32, 80], "_db": 99, "_init_con": [100, 101, 102], "_init_con_t": 100, "_init_condit": 98, "_initx1": 98, "_initx2": 98, "_mask": [32, 80], "_obj": [98, 99], "_parse_numpydoc_see_also_sect": [41, 89], "_pydevd_bundl": [19, 67], "_pyomo_gdp_bigm_reformul": 104, "_report_tim": 107, "_statu": 107, "_x1dot": 98, "_x2dot": 98, "_zdot": [100, 101, 102], "a0111f": [12, 60], "a11": [2, 16, 50, 64], "a12236": [3, 51], "a25e53": [14, 62], "a2bffc": [15, 63], "a5d6ff": [8, 56], "a_conc": 99, "a_diffeq": 99, "a_mea": 99, "aa": [4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 52, 53, 54, 55, 58, 59, 60, 61, 62, 63, 64], "aaa": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "ab6369": [13, 61], "abe338": [1, 2, 49, 50], "about": [24, 25, 26, 72, 73, 74, 107, 108, 128], "abov": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 107, 108], "abspath": 114, "abstract": [19, 67], "ac": [33, 81, 98, 99, 100, 101, 102, 107, 108], "accept": [24, 32, 72, 80], "access": [1, 2, 3, 4, 16, 49, 50, 51, 52, 64], "account": [32, 80], "acknowledg": [98, 99, 100, 101, 102, 107, 108], "acquir": [111, 112, 113, 114, 117], "across": [104, 121], "action": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "activ": [104, 109, 111, 115, 116, 121], "activest": [27, 75], "actual": [32, 80], "ad": [32, 80, 120], "adapt": 121, "add": [19, 30, 31, 45, 67, 78, 79, 93, 107, 108, 120], "add6ff": [6, 54], "add_": [26, 74], "addeventlisten": [31, 79], "addit": [32, 80], "adher": [20, 68], "adot": 100, "advanc": [98, 99, 100, 101, 102, 107, 108], "advis": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "af": 109, "after": [29, 77], "again": [32, 80, 117, 119, 120], "aij": 104, "ainit": 99, "algorithm": [33, 81], "align": [26, 74, 107, 121], "all": [0, 20, 21, 22, 24, 25, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 68, 69, 70, 72, 73, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 104, 107, 108, 128], "allow": [19, 24, 67, 72, 119, 121], "along": [32, 80], "alpha_du": [98, 99, 100, 101, 102, 107, 108], "alpha_pr": [98, 99, 100, 101, 102, 107, 108], "alreadi": [31, 79], "also": [24, 25, 26, 32, 72, 73, 74, 80, 112, 116, 128], "altern": [32, 80, 98, 118], "alwai": [32, 80, 109], "ambigu": [35, 83], "amea": 99, "amjith": [36, 84], "amount": 121, "an": [20, 22, 24, 28, 31, 32, 33, 34, 37, 40, 68, 70, 72, 76, 79, 80, 81, 82, 85, 88, 99, 117, 118, 119, 120, 121], "analyt": [100, 101, 102], "analytical_t": [100, 101, 102], "analytical_z": [100, 101, 102], "ani": [0, 17, 18, 20, 21, 22, 23, 25, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 71, 73, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94, 104, 128], "anom": [32, 80], "anomali": [32, 80], "anoth": [29, 32, 35, 77, 80, 83], "anywai": [32, 80], "apart": [32, 80], "appear": [109, 120], "append": [97, 100], "appli": 125, "applicationerror": 107, "apply_to": [98, 99, 101, 104], "appropri": 109, "ar": [0, 17, 18, 21, 24, 25, 32, 33, 38, 39, 41, 45, 46, 48, 65, 66, 69, 72, 73, 80, 81, 86, 87, 89, 93, 94, 104, 107, 108, 109, 111, 116, 120, 121, 128], "area": [32, 80], "arg": 107, "argu": [32, 80], "aris": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "armin": [17, 65], "arn": 125, "arow": 97, "arrai": [26, 74], "ashland": 118, "asset": [45, 93], "associ": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88, 121], "assum": [45, 93, 117], "assumpt": 109, "attribut": [32, 80], "author": [20, 22, 27, 28, 31, 34, 37, 40, 41, 68, 70, 75, 76, 79, 82, 85, 88, 89], "auto": [45, 93], "automat": [45, 93], "avail": [32, 80, 98, 99, 100, 101, 102, 107, 108], "averag": [32, 80], "avoid": [31, 32, 79, 80], "ax": [26, 74], "b": [99, 100, 101, 102, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120, 125], "b19db4": [13, 61], "b1bac4": [8, 56], "b35900": [11, 59], "b89784": [13, 61], "b_conc": 99, "b_diffeq": 99, "b_mea": 99, "back_diff": 102, "backend": [37, 85], "background": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "backlog": 121, "backport": [20, 68], "backslash": [31, 79], "backward": 101, "bailei": [1, 2, 3, 4, 16, 49, 50, 51, 52, 64], "balanc": 109, "base": [17, 19, 25, 30, 32, 65, 67, 73, 78, 80, 104, 107, 120, 128], "basi": 104, "bbbbbb": [5, 53], "beauti": [31, 79], "becam": [32, 80], "becaus": 107, "becom": [32, 80, 113, 119], "been": [32, 33, 80, 81], "beforehand": [32, 80], "begin": [26, 74, 104, 107, 121], "behav": [32, 80], "behavior": [32, 80], "behaviour": 99, "being": [24, 72], "below": [19, 32, 41, 45, 67, 80, 89, 93, 106, 107, 108, 109, 111, 117, 118, 119, 120, 121], "benchmark": [32, 80], "benefit": [112, 113, 114, 117, 119], "bequett": 125, "best": [99, 100, 101, 102, 120], "better": [108, 119], "bf5400": [6, 54], "bib": [24, 72], "bibliographi": [24, 72], "bibtex": [24, 46, 72, 94], "big": 121, "bigm": 104, "binari": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 104, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "binary_indicator_var": 104, "binit": 99, "blame": [32, 80], "block": [25, 29, 31, 44, 73, 77, 79, 92, 104, 128], "blockquot": [31, 79], "bmea": 99, "bmurr": 107, "bodi": [31, 79, 104, 109, 111, 115, 116], "book": [24, 25, 26, 72, 73, 74, 126, 128], "bool": [32, 80], "boolean": [32, 80], "booleanvar": 104, "both": [24, 32, 35, 72, 80, 83], "bound": [98, 99, 100, 101, 102, 104, 107, 108, 118], "bower": [29, 30, 77, 78], "box": [24, 72], "bracket": [31, 79], "branch": [32, 80], "brian": [38, 86], "brief": [45, 93], "browser": [29, 30, 77, 78], "bsd": [21, 38, 41, 69, 86, 89], "bug": [31, 79], "bugfix": [27, 75], "build": [24, 45, 72, 93], "built": [25, 73, 128], "bunch": [45, 93], "bundl": [23, 45, 71, 93], "busi": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "byte": 104, "c": [0, 17, 20, 21, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 68, 69, 76, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 107, 108, 109, 118, 121, 125], "c4a2f5": [16, 64], "c5e478": [15, 63], "c9d1d9": [7, 8, 9, 55, 56, 57], "c_": [109, 121], "ca": 109, "ca_bal": 109, "caab6d": [13, 61], "caf": 109, "call": [24, 72, 104, 107, 109], "callback": 104, "can": [19, 24, 25, 26, 29, 32, 67, 72, 73, 74, 77, 80, 106, 107, 108, 112, 114, 116, 117, 120, 128], "cannot": [20, 31, 68, 79], "case": [32, 80], "caus": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 107], "cb": 109, "cb_bal": 109, "cbc": [112, 113, 114, 115, 116], "cc": 109, "cc398b": [6, 54], "cc_bal": 109, "ccbb44": [5, 53], "cd": 109, "cd_bal": 109, "cell": 107, "certain": [0, 48], "cf": [32, 80], "cf222e": [10, 58], "cffi": [47, 95], "chang": [20, 45, 68, 93, 118], "changelog": [29, 30, 77, 78], "charact": [29, 77], "charg": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "charset": [31, 79], "che": 107, "che498": [104, 107], "check": [23, 26, 32, 35, 45, 71, 74, 80, 83, 93], "chemic": 109, "chicago": 118, "choic": [31, 79, 120], "citat": [46, 94], "cite": [24, 72], "claim": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "class": [19, 29, 32, 67, 77, 80], "classic": [32, 80], "claus": [21, 38, 41, 69, 86, 89], "click": [29, 45, 77, 93], "close": [29, 77, 120], "cm": [26, 74], "cmap": [26, 74], "code": [0, 7, 9, 17, 18, 19, 20, 21, 25, 27, 28, 29, 33, 38, 39, 41, 45, 46, 48, 55, 57, 65, 66, 67, 68, 69, 73, 75, 76, 77, 81, 86, 87, 89, 93, 94, 98, 99, 100, 101, 102, 107, 108, 114, 128], "codec": [27, 28, 75, 76], "coin": [98, 99, 100, 101, 102, 107, 108], "cold": [26, 74], "collect": [45, 93, 98, 99, 100, 101, 102, 107, 108], "colloc": [98, 99, 101], "colloc_eq": 100, "colloc_eq_t": 100, "color": [26, 74], "column": 104, "com": [27, 33, 36, 40, 75, 81, 84, 88, 98, 99, 100, 101, 102, 107, 108], "combin": [32, 80], "come": [32, 80], "comfort": [31, 79], "command": [25, 32, 73, 80, 104, 128], "comment": 107, "common": [107, 109], "commonmark": [24, 72], "companion": 126, "compar": 108, "comparison": [32, 80], "compat": [31, 32, 35, 79, 80, 83], "compil": [98, 99, 100, 101, 102, 107, 108], "complementar": [98, 99, 100, 101, 102, 107, 108], "complet": 121, "complianc": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "compon": [109, 112, 118], "comput": [32, 80, 98, 99, 100, 101, 102, 107, 108], "con": [107, 108], "con_rul": [107, 108], "concent": 109, "concentr": [99, 109], "concret": 109, "concretemodel": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "condit": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 98, 100], "conflict": 104, "conform": [47, 95], "connect": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "consequenti": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "consid": [32, 80, 107, 108, 109, 117, 119, 120], "consist": [32, 80, 120], "consol": [29, 77, 107], "const": [31, 79], "constant": [32, 80], "constraint": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "constraintlist": [98, 120], "construct": 104, "constructor": [31, 79], "cont_t": 100, "cont_z": 100, "contain": [19, 27, 31, 45, 67, 75, 79, 93, 98, 99, 100, 101, 102, 107, 108, 120], "content": [23, 24, 25, 29, 45, 71, 72, 73, 77, 93, 128], "contextlib": [26, 74], "contigu": [32, 80], "continu": 100, "continuousset": [98, 99, 101], "contract": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "contributor": [0, 17, 18, 21, 27, 33, 38, 39, 41, 46, 48, 65, 66, 69, 75, 81, 86, 87, 89, 94], "control": 125, "conveni": [32, 80], "convers": 126, "convert": [25, 45, 73, 93, 128], "convolv": 97, "coolwarm": [26, 74], "coordin": 104, "copi": [20, 22, 28, 32, 33, 34, 37, 40, 68, 70, 76, 80, 81, 82, 85, 88], "copyright": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 107, 108], "core": 104, "corner": 104, "correspond": [32, 80], "cost": 121, "could": [32, 80, 119], "coupl": [32, 80], "cp": 97, "cpl": 107, "cpu": [98, 99, 100, 101, 102, 107, 108], "cpxlp": 104, "creat": [26, 29, 45, 74, 77, 93, 109, 117, 119, 120, 121], "creation": [32, 80], "credit": [31, 79], "critic": 106, "css": [31, 79], "culprit": [32, 80], "cumprod": [32, 80], "cumsum": [32, 80], "current": [32, 80, 120], "custom": [29, 77], "custom_lin": [26, 74], "cut_expr": 120, "cycler": [26, 74], "d": [25, 32, 45, 73, 80, 93, 98, 99, 100, 101, 102, 107, 108, 109, 118, 121, 125, 128], "d1": [32, 80], "d166a3": [5, 53], "d2": [32, 80], "d2a8ff": [7, 8, 55, 56], "d4d0ab": [1, 49], "d71835": [4, 52], "d9dee3": [9, 57], "d_": 121, "da_con": 99, "dadt": 99, "dae": [98, 99], "damag": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "data": [0, 17, 18, 21, 26, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 74, 80, 81, 86, 87, 89, 94, 104, 109, 121], "date": [32, 80], "davi": [21, 69], "david": [27, 75, 125], "db_con": 99, "dbb7ff": [9, 57], "dbdt": 99, "dcc6e0": [1, 2, 49, 50], "de": [0, 48, 109], "dead": [32, 80], "deal": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "debugg": [19, 67], "declar": [98, 104, 109, 111, 115, 116, 118], "declare_namespac": [19, 67], "def": [98, 99, 100, 101, 102, 104, 106, 107, 108, 116, 117, 118, 119, 120, 121], "default": [7, 25, 31, 32, 55, 73, 79, 80, 104, 107, 128], "defin": [19, 25, 29, 32, 45, 67, 73, 77, 80, 93, 116, 118, 120, 121, 128], "definit": [30, 78, 107], "delimit": [29, 31, 77, 79], "demand": 121, "depend": [24, 72], "deprec": 104, "depth": [23, 71], "der": [41, 89], "deriv": [0, 17, 18, 21, 33, 38, 39, 41, 48, 65, 66, 69, 81, 86, 87, 89], "derivativevar": [98, 99, 101], "descript": 121, "design": [27, 33, 47, 75, 81, 95, 98, 99, 100, 101, 102, 107, 108, 125], "detail": [25, 29, 45, 73, 77, 93, 128], "determin": [118, 121], "develop": [32, 33, 80, 81], "deviat": [32, 80], "df_item": 114, "diagnost": 107, "did": [32, 80, 107], "differ": [24, 29, 30, 45, 72, 77, 78, 93, 101, 102, 106, 114, 119], "difficulti": 106, "dimen": 104, "direct": [0, 17, 18, 21, 25, 33, 38, 39, 41, 46, 48, 65, 66, 69, 73, 81, 86, 87, 89, 94, 128], "directli": [30, 78], "directori": [19, 32, 67, 80], "disable_method": 104, "disappear": [32, 80], "disclaim": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "discov": 107, "discret": [98, 99, 101, 120], "disjunct": 104, "displai": [25, 31, 73, 79, 104, 128], "distribut": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 45, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 93, 94], "div": [29, 31, 77, 79], "divid": [32, 80], "divis": [32, 80], "dl": [30, 78], "dm": [32, 80], "do": [20, 22, 24, 26, 28, 33, 34, 37, 40, 68, 70, 72, 74, 76, 81, 82, 85, 88, 108], "doc": [31, 79, 104], "document": [0, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 45, 46, 48, 65, 66, 68, 69, 70, 71, 72, 73, 74, 76, 79, 80, 81, 82, 85, 86, 87, 88, 89, 93, 94, 107, 128], "docutil": [37, 85], "doe": [23, 31, 32, 71, 79, 80], "doesn": [31, 79], "dollar": [26, 31, 74, 79], "domain": [32, 80, 104, 109, 111, 115, 116, 118, 121], "domcontentload": [31, 79], "done": [19, 31, 32, 67, 79, 80, 120], "dot": 98, "down": [32, 80, 104], "download": [45, 93], "dragon": [29, 77], "dtype": [32, 80], "dual": [33, 81, 98, 99, 100, 101, 102, 104, 107, 108], "duboi": [32, 80], "dugard": [32, 80], "dummi": [100, 101, 102], "dure": [32, 80, 121], "dynam": [98, 127], "dzdt": [100, 101, 102], "e": [31, 32, 79, 80, 107, 112, 116, 125], "e1e1e1": [14, 62], "each": [32, 45, 80, 93, 104, 106, 109, 119, 120], "earlier": [32, 80, 119], "easi": [31, 32, 35, 79, 80, 83], "easier": [45, 93], "ec8e2c": [8, 56], "eclips": [98, 99, 100, 101, 102, 107, 108], "econom": [33, 81], "ecosystem": [24, 72], "edit": [45, 93, 125], "ee6677": [5, 53], "effect": [27, 75, 106], "effici": [35, 83, 107], "either": [19, 67], "elif": 107, "els": [19, 29, 67, 77, 120], "em": [29, 77], "emb": [26, 74], "empti": [35, 83, 104], "encod": [27, 75], "end": [26, 32, 74, 80, 107, 121], "endblock": [44, 92], "endfor": [44, 92], "endif": [44, 92], "endors": [0, 17, 18, 21, 33, 38, 39, 48, 65, 66, 69, 81, 86, 87], "energi": [98, 99, 100, 101, 102, 107, 108], "enforc": 107, "engin": [0, 31, 48, 79, 98, 99, 100, 101, 102, 107, 108], "english": [45, 93], "enough": 119, "ensur": [19, 67], "entir": [35, 83, 119], "entri": [32, 45, 80, 93], "enumer": 99, "environ": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "epl": [98, 99, 100, 101, 102, 107, 108], "eppstein": [27, 75], "eq": 104, "equal": [98, 99, 100, 101, 102, 107, 108, 120], "equat": [31, 79, 100, 121], "equival": [32, 80, 109], "eras": [32, 80], "eric": [1, 2, 3, 4, 16, 32, 49, 50, 51, 52, 64, 80], "error": [31, 35, 79, 83, 98, 99, 100, 101, 102, 108], "escap": [26, 31, 42, 43, 44, 74, 79, 90, 91, 92], "escapehtml": [29, 77], "etc": [26, 74], "euler": [31, 79], "european": 125, "evalu": [98, 99, 100, 101, 102, 108], "even": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94], "event": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "eventu": [32, 80], "everyth": [32, 80], "everywher": [32, 80], "exactli": 107, "exampl": [24, 26, 32, 72, 74, 80, 99, 104, 106, 108, 109, 112, 114], "except": [19, 32, 67, 80], "execut": [25, 45, 73, 93, 128], "exemplari": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "exercis": [119, 127], "exhaust": [32, 80], "exit": [98, 99, 100, 101, 102, 107, 108], "exitstack": [26, 74], "expect": [32, 80, 108], "experiment": [32, 80], "explan": [45, 93], "explicit": [19, 67], "expr": [99, 100, 101, 102, 104, 109, 111, 112, 113, 114, 115], "express": [0, 17, 18, 20, 21, 22, 28, 31, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 79, 81, 82, 85, 86, 87, 88, 89, 94, 104, 109, 111, 115, 116], "extend": [19, 31, 32, 67, 79, 80], "extend_path": [19, 67], "extens": [19, 24, 31, 35, 46, 67, 72, 79, 83, 94], "extern": [32, 80], "extrem": [35, 83], "f": [32, 80, 98, 107, 108, 109, 120], "f26196": [16, 64], "f2f2f2": [4, 52], "f5a394": [16, 64], "f5ab35": [1, 49], "f5f5f5": [13, 14, 61, 62], "f78c6c": [15, 63], "f8f8f2": [1, 2, 49, 50], "fact": [35, 83], "fad000": [16, 64], "fae4c2": [3, 51], "fals": [32, 80, 104, 109, 111, 115, 116, 118], "familiar": [32, 80], "fast": [31, 79], "faster": [32, 80], "fatal": [31, 79], "fcfcfc": [6, 54], "fdac54": [8, 56], "fdf2e2": [4, 52], "fe": 100, "feasibl": 120, "featur": [35, 83], "feed": 109, "feel": [23, 71], "fefef": [3, 51], "fefeff": [16, 64], "fenc": [29, 77], "few": [23, 32, 71, 80], "ff7b72": [7, 55], "ff9492": [9, 57], "ffa07a": [1, 2, 49, 50], "ffa657": [7, 55], "ffb757": [9, 57], "ffd700": [1, 49], "ffd900": [2, 50], "ffd9002e": [1, 2, 49, 50], "ffffff": [10, 11, 12, 58, 59, 60], "fi": [41, 89], "field": [32, 80], "fieldmask": [32, 80], "fig": [26, 74], "figsiz": [26, 74], "file": [19, 20, 22, 23, 25, 28, 32, 33, 34, 37, 40, 41, 67, 68, 70, 71, 73, 76, 80, 81, 82, 85, 88, 89, 107, 114, 128], "fill_valu": [32, 80], "filter": 104, "final": [31, 45, 79, 93], "find": [32, 45, 80, 93, 119, 120, 121, 126], "findiff_t": [100, 101, 102], "findiff_z": [100, 101, 102], "fine": [32, 80], "finit": [101, 102], "finite_differ": 101, "fire": [32, 80], "first": [31, 32, 79, 80, 99, 120, 121], "fit": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "fix": [26, 74, 99, 104, 107, 109, 111, 115, 116, 118, 121], "flag": [31, 32, 79, 80], "flavor": [24, 72], "float": [32, 80, 112], "float64": [32, 80, 97], "flow": 109, "flowrat": 109, "folder": [19, 45, 67, 93], "follow": [0, 17, 18, 19, 20, 21, 22, 24, 25, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 67, 68, 69, 70, 72, 73, 76, 79, 80, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 107, 108, 117, 128], "foral": [117, 120], "forc": [32, 80], "forcier": [17, 65], "form": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 109], "format": [31, 79, 106, 121], "formatt": [45, 93], "formul": [107, 109], "formula": [31, 79], "fortran": [98, 99, 100, 101, 102, 107, 108], "found": [98, 99, 100, 101, 102, 104, 107, 108], "foundat": [20, 68], "four": 109, "frac": [108, 109], "framework": [98, 99, 100, 101, 102, 107, 108], "free": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "from": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 26, 28, 32, 33, 34, 37, 38, 39, 40, 41, 45, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 74, 76, 80, 81, 82, 85, 86, 87, 88, 89, 93, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 117, 120, 121], "frustrat": [32, 80], "full": [20, 68], "fullnam": [42, 43, 44, 90, 91, 92], "function": [24, 29, 32, 72, 77, 80, 98, 99, 100, 101, 102, 107, 108, 112, 119, 120, 121], "fundament": 127, "furnish": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "further": 109, "futur": 119, "g": [32, 80, 107, 112, 125], "gdp": [104, 127], "gener": [45, 93, 104], "geq": [107, 108, 120, 121], "gerard": [32, 80], "get": [24, 25, 72, 73, 107, 112, 128], "get_variable_ord": 99, "getmask": [32, 80], "git": [45, 93], "gitcdn": [31, 79], "github": [98, 99, 100, 101, 102, 107, 108], "gitlab": [31, 79], "give": [23, 32, 71, 80], "given": [104, 109, 120, 121], "global": [30, 78], "glp": 104, "glpk": [104, 111, 117, 118, 119, 120, 121], "glpsol": 104, "gm": 104, "gmail": [27, 33, 36, 40, 75, 81, 84, 88], "gmol": 109, "go": [23, 31, 45, 71, 79, 93], "goal": [109, 121], "goessner": [31, 79], "gone": [31, 79], "good": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "got": [32, 80], "govern": [0, 48], "gradient": [98, 99, 100, 101, 102, 107, 108], "grammar": [35, 83], "granger": [38, 86], "grant": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "guid": [26, 74], "g\u00f6ssner": [31, 79], "h": [100, 102, 121], "h_": 121, "h_neg": 121, "h_po": 121, "ha": [31, 32, 79, 80], "hackebeil": 125, "hagen": 121, "hall": 125, "halt_on_ampl_error": 107, "hammer": [111, 112, 113, 114, 115, 116, 117, 119, 120], "hand": [45, 93], "happen": 115, "hard": 114, "hardcod": 114, "harlingen": 118, "hart": 125, "hasattr": 107, "haugen": 125, "have": [25, 31, 32, 33, 73, 79, 80, 81, 106, 128], "have_sys_un_h": [47, 95], "head": [31, 79], "header": 114, "hedg": 125, "help": [24, 72, 108], "helper": [45, 93], "here": [24, 26, 29, 32, 45, 72, 74, 77, 80, 93, 99, 104, 115, 116, 126], "herebi": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "hessian": [98, 99, 100, 101, 102, 107, 108], "hetting": [20, 68], "heurist": 125, "hex": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "highlight": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "hint": 107, "histori": [45, 93], "hold": [120, 121], "holder": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "holdgraf_evidence_2014": [24, 72], "home": 104, "hot": [26, 74], "houston": 118, "how": [23, 25, 29, 32, 45, 71, 73, 77, 80, 93, 107, 128], "howev": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 116], "href": [31, 79], "hsl": [98, 99, 100, 101, 102, 107, 108], "html": [26, 31, 74, 79], "http": [20, 27, 31, 32, 33, 68, 75, 79, 80, 81, 98, 99, 100, 101, 102, 104, 107, 108], "i": [0, 1, 17, 18, 19, 21, 22, 23, 25, 26, 28, 29, 30, 31, 32, 33, 35, 37, 38, 39, 40, 41, 45, 46, 47, 48, 49, 65, 66, 67, 69, 70, 71, 73, 74, 76, 77, 78, 79, 80, 81, 83, 85, 86, 87, 88, 89, 93, 94, 95, 97, 98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120, 121, 128], "i0": 121, "i_": 121, "i_neg": 121, "i_po": 121, "id": [31, 79], "ida": [98, 99, 100, 101, 102, 107, 108], "idea": [32, 80], "ident": [31, 79], "identifi": [32, 80], "idx": [29, 77, 99], "ii": [26, 74], "iki": [41, 89], "illinoi": [33, 81], "imag": [26, 74], "implement": [1, 19, 20, 31, 32, 35, 41, 49, 67, 68, 79, 80, 83, 89, 117], "impli": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "import": [19, 26, 32, 67, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "importerror": [19, 67], "improv": [32, 80], "incident": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "includ": [0, 17, 18, 20, 21, 22, 25, 26, 28, 32, 33, 34, 35, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 73, 74, 76, 80, 81, 82, 83, 85, 86, 87, 88, 89, 94, 128], "increas": 113, "increasingli": [32, 80], "index": [104, 109, 111, 114, 115, 116, 118], "index_col": 114, "indic": [32, 41, 80, 89, 120, 121], "indicator_var": 104, "indirect": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "inequ": [98, 99, 100, 101, 102, 107, 108], "inexperi": [32, 80], "inf": [32, 80, 104, 111, 115, 116], "inf_du": [98, 99, 100, 101, 102, 107, 108], "inf_pr": [98, 99, 100, 101, 102, 107, 108], "infeas": [98, 99, 100, 101, 102, 107, 108], "info": [29, 77], "inform": [23, 25, 26, 32, 45, 71, 73, 74, 80, 93, 98, 99, 100, 101, 102, 107, 108, 128], "inherit": [19, 67], "ini": 108, "init": [25, 73, 128], "init_con": [100, 101, 102], "init_con_t": 100, "init_condit": 98, "initi": [32, 80, 98, 99, 100, 102, 104, 107, 108, 109, 119, 121], "initx1": 98, "initx2": 98, "inlin": [24, 31, 72, 79], "innerhtml": [31, 79], "input": [24, 32, 72, 80], "insert": [24, 72, 97, 104], "insid": [19, 67], "inspir": [4, 52], "instal": [31, 79], "instanc": [32, 80], "instead": [32, 80, 114, 115, 117], "institut": [98, 99, 100, 101, 102, 107, 108], "instruct": [25, 73, 128], "int_cut": 120, "integ": 104, "integr": [27, 75, 99], "interact": [26, 74], "interest": [32, 80], "internation": [45, 93], "interrupt": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "invalid": [31, 79], "inventori": 121, "inventory_rul": 121, "investig": [31, 79], "involv": [32, 80], "io": [45, 93], "ion": [26, 74], "ipopt": [98, 99, 100, 101, 102, 106, 107, 108, 109, 115], "ipynb": [24, 72], "isaac": [40, 88], "isaacmus": [40, 88], "issu": [32, 80], "item": [44, 92, 111, 112, 113, 114, 117, 119, 120], "item_benefit": 119, "iter": [98, 99, 100, 101, 102, 106, 107, 108, 120], "its": [0, 18, 20, 21, 32, 33, 35, 38, 39, 45, 48, 66, 68, 69, 80, 81, 83, 86, 87, 93], "itself": [30, 78], "j": [29, 30, 77, 78, 97, 100, 104, 117, 125], "jacobian": [98, 99, 100, 101, 102, 107, 108], "javascript": [31, 79], "jeff": [17, 65], "jonathan": [36, 84], "journal": 125, "jq_": 117, "json": [45, 93], "julia": [31, 79], "jupyt": [24, 25, 26, 72, 73, 74, 126, 128], "jupyterbook": [24, 72], "jupytext": [25, 73, 128], "just": [24, 32, 72, 80], "k": [33, 81, 100, 125], "k1": [99, 109], "k2": [99, 109], "k3": 109, "k_": 109, "katex": [31, 79], "keep": [26, 32, 74, 80, 121], "kei": [98, 99, 104, 109, 111, 115, 116, 118], "kellei": [38, 86], "kenneth": [17, 65], "kernel": [25, 73, 128], "kevin": [33, 81], "kevinsheppard": [33, 81], "kim": [21, 69], "kind": [20, 22, 24, 28, 33, 34, 37, 40, 68, 70, 72, 76, 81, 82, 85, 88], "kinemat": 99, "kinet": 99, "kjetil": 125, "knapsack": [114, 115, 119, 120], "knapsack_data": 114, "know": [45, 93], "known": [109, 120, 121], "kramdown": [31, 79], "kt": [31, 79], "kwd": 107, "l": [98, 99, 100, 101, 102, 107, 108, 120, 125], "la": 118, "la_": [26, 74], "label": [99, 100, 101, 102], "laboratori": [0, 48], "lagrang": [99, 101], "lagrangian": [98, 99, 100, 101, 102, 107, 108], "laird": 125, "lalr": [35, 83], "languag": [24, 45, 72, 93], "larg": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 98, 99, 100, 101, 102, 107, 108, 109], "larger": [35, 83], "last": 107, "later": [32, 80], "latex": [27, 28, 75, 76], "latexcodec": [27, 28, 75, 76], "lc_messag": [45, 93], "learn": [32, 80, 108], "least": [32, 80], "legend": [26, 74, 99, 100, 101, 102], "len": 97, "lenght": 104, "length": 104, "lengthub": 104, "leq": [98, 117, 121], "let": [25, 31, 73, 79, 99, 120, 128], "level": [29, 77], "lex": [35, 83], "lexer": [27, 28, 75, 76], "lg": [98, 99, 100, 101, 102, 107, 108], "liabil": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "liabl": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "lib": [104, 107], "librari": [98, 99, 100, 101, 102, 104, 107, 108], "licenc": [41, 89], "licens": [20, 21, 38, 40, 68, 69, 86, 88, 98, 99, 100, 101, 102, 107, 108], "light": [2, 16, 50, 64], "like": [24, 25, 29, 32, 45, 72, 73, 77, 80, 93, 119, 128], "limit": [0, 17, 18, 20, 21, 22, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94], "line": [24, 25, 26, 32, 45, 72, 73, 74, 80, 93, 104, 107, 128], "line2d": [26, 74], "linear": [98, 99, 100, 101, 102, 107, 108], "link": [31, 32, 79, 80], "linspac": [26, 74], "list": [0, 17, 18, 21, 30, 31, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 78, 79, 80, 81, 86, 87, 89, 94, 98, 99, 101, 104, 107, 117], "lkketangen": 125, "ll": [24, 72], "llc": [0, 48], "load": [30, 78], "loc": [99, 100, 101, 102], "local": [45, 93, 106], "localvarrefer": 104, "locat": [33, 81, 118], "log": [29, 77, 107], "logger": 107, "logical_or": [32, 80], "logicalconstraint": 104, "logspac": [26, 74], "long": 104, "look": 107, "loop": [32, 80, 106, 119, 120], "loss": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "lost": [32, 80], "lot": [24, 26, 72, 74, 125], "lower": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 115, 116, 118], "lp": 104, "lw": [26, 74], "m": [28, 29, 32, 37, 46, 76, 77, 80, 85, 94, 99, 100, 101, 102, 104, 106, 107, 108, 109, 116, 117, 118, 119, 120, 121], "ma27": [98, 99, 100, 101, 102, 107, 108], "machineri": [45, 93], "macro": [31, 79], "made": [32, 80], "magnitud": 121, "mai": [0, 17, 18, 21, 32, 33, 38, 39, 45, 48, 65, 66, 69, 80, 81, 86, 87, 93, 119], "main": [27, 75], "major": [23, 32, 71, 80], "make": [26, 32, 45, 74, 80, 93, 119], "mandatori": [29, 77], "mani": [24, 25, 32, 33, 45, 72, 73, 80, 81, 93, 128], "map": [45, 93], "marchant": [32, 80], "margin": [32, 80], "markdownfil": [25, 73, 128], "markdownit": [31, 79], "markdownitdeflist": [30, 78], "markedli": [24, 72], "marker": [29, 77], "markup": [24, 29, 72, 77], "mask_or": [32, 80], "masked_arrai": [32, 80], "maskedrecord": [32, 80], "master": [31, 79], "match": [29, 77, 104], "materi": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 98, 99, 100, 101, 102, 107, 108], "math": [26, 31, 74, 79], "mathbb": [31, 79], "matplotlib": [26, 74, 98, 99, 100, 101, 102], "matplotlibrc": [32, 80], "matrix": 100, "matthia": [27, 28, 37, 46, 75, 76, 85, 94], "max": [39, 87, 104, 117], "max_": 117, "maxim": [109, 111, 112, 113, 114, 115, 116, 117, 119, 120], "maximum": 121, "maxlength": 104, "mb": 104, "mbox": [26, 74], "md": [24, 25, 29, 30, 31, 72, 73, 77, 78, 79, 128], "me": [29, 32, 77, 80], "mea": 98, "mean": [26, 31, 74, 79], "meas_tim": 99, "measur": [32, 80, 98], "medium": [26, 74], "member": 104, "memori": 104, "memphi": 118, "mentat": [41, 89], "merchant": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "merg": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "messag": [45, 93], "met": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "meta": [31, 79, 125], "method": [32, 80], "michael": [27, 75], "might": [32, 80, 107], "mimic": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 32, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 80], "min": [31, 38, 79, 86, 98, 104, 109, 121], "min_": [107, 108], "minim": [104, 106], "minlp": 104, "mip": 104, "miss": [32, 80], "mit": [29, 30, 31, 40, 77, 78, 79, 88], "mo": [45, 93], "mode": [31, 79], "model": [98, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 125], "modif": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94], "modifi": [19, 20, 22, 28, 31, 33, 34, 37, 40, 45, 67, 68, 70, 76, 79, 81, 82, 85, 88, 93], "modul": [19, 30, 32, 33, 44, 67, 78, 80, 81, 92], "mol": 109, "mole": 109, "more": [3, 19, 20, 23, 25, 26, 27, 32, 45, 51, 67, 68, 71, 73, 74, 75, 80, 93, 98, 99, 100, 101, 102, 107, 108, 128], "moreov": [24, 32, 72, 80], "most": [24, 32, 35, 72, 80, 83, 107], "move": [32, 80], "mr_": [32, 80], "mrecord": [32, 80], "msg": [45, 93], "mu": [98, 99, 100, 101, 102, 107, 108], "much": 109, "multi": 121, "multipl": [45, 93, 117], "mump": 107, "murraybj": 104, "muse": [40, 88], "must": [0, 17, 18, 19, 21, 24, 33, 38, 39, 41, 46, 48, 65, 66, 67, 69, 72, 81, 86, 87, 89, 94, 98, 99, 100, 101, 102, 107, 108], "mutabl": [104, 119], "my": [32, 45, 80, 93], "myself": [32, 80], "mysim": 99, "n": [26, 29, 74, 77, 107, 117], "na0003525": [0, 48], "name": [0, 17, 18, 19, 21, 29, 33, 38, 39, 45, 48, 65, 66, 67, 69, 77, 81, 86, 87, 93, 107, 118], "namespac": [19, 67], "nan": [32, 80], "nation": [0, 48], "nativ": [31, 79, 109], "ncp": [98, 99, 101], "ndarrai": [32, 80], "need": [25, 32, 73, 80, 119, 128], "neglig": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "neither": [0, 18, 21, 33, 38, 39, 48, 66, 69, 81, 86, 87], "nest": [29, 77], "net": [41, 89], "never": [32, 80], "new": [45, 93, 117], "new_ma": [32, 80], "newlin": [31, 79], "nfe": [98, 99, 101], "nicholson": 125, "nlp": [98, 99, 100, 101, 102, 107, 108], "node": [29, 30, 77, 78], "nomask": [32, 80], "non": [32, 80, 104, 107], "none": [104, 107, 108, 109, 111, 115, 116], "noninfring": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "nonlinear": [98, 99, 100, 101, 102, 106, 107, 108, 127], "nonnegativeinteg": 104, "nonnegativer": [104, 119, 121], "nonzero": [98, 99, 100, 101, 102, 107, 108], "nooverlap": 104, "nooverlap_disjunct": 104, "nooverlap_xor": 104, "nor": [0, 18, 21, 33, 38, 39, 48, 66, 69, 81, 86, 87], "normal": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 107], "notabl": [32, 35, 80, 83], "note": [20, 24, 68, 72, 107, 108, 112, 121], "notebook": [24, 72], "noth": [19, 31, 67, 79], "notic": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "now": [31, 32, 45, 79, 80, 93, 99, 117, 121], "np": [26, 74, 97], "npm": [29, 30, 31, 77, 78, 79], "num_warehous": 118, "number": [31, 79, 98, 99, 100, 101, 102, 107, 108, 120], "numcolloc": 100, "numer": [32, 80, 106, 107, 109], "numfinelem": 100, "numpi": [26, 74, 97], "numpoint": [99, 102], "numpydocstr": [41, 89], "nyc": 118, "o": [32, 80, 98, 99, 100, 101, 102, 107, 108, 114, 115], "obj": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "obj_rul": [107, 108, 116, 117, 119, 120, 121], "object": [32, 80, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "obtain": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "occur": 107, "odict": [20, 68], "off": [23, 24, 25, 71, 72, 73, 128], "often": [33, 81, 120], "old": [32, 80], "old_ma": [32, 80], "oliph": [32, 80], "one": [19, 24, 32, 67, 72, 80], "one_per_cust": 118, "ones": 108, "onli": [32, 47, 80, 95, 98, 99, 100, 101, 102, 107, 108, 120, 121], "onto": [45, 93], "open": [29, 77, 98, 99, 100, 101, 102, 107, 108], "openpyxl": [20, 34, 68, 82, 114], "opensourc": [20, 68], "oper": [32, 80, 125], "opt": [107, 111, 112, 113, 114, 115, 116, 117, 119, 120], "opt_success": [111, 112, 113, 114, 115, 116], "optim": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 113, 119, 120, 121, 125], "option": [29, 32, 77, 80, 107], "optsolv": 107, "order": [99, 104, 107, 121], "orderedscalarset": 104, "org": [20, 24, 31, 32, 68, 72, 79, 80, 98, 99, 100, 101, 102, 104, 107, 108], "origin": [17, 20, 27, 32, 33, 45, 65, 68, 75, 80, 81, 93, 108], "orthogon": 98, "other": [0, 17, 18, 20, 21, 22, 25, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 73, 76, 81, 82, 85, 86, 87, 88, 89, 94, 107, 128], "otherwis": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "our": [45, 93, 109, 121], "out": [0, 17, 18, 20, 21, 22, 23, 26, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 71, 74, 76, 79, 80, 81, 82, 85, 86, 87, 88, 89, 94, 109], "outlet": 109, "output": [25, 29, 73, 77, 107, 128], "output_str": 120, "over": 109, "overal": [98, 99, 100, 101, 102, 107, 108], "overlap": 104, "overlap_pair": 104, "overview": [24, 72], "own": [19, 67], "owner": [0, 17, 46, 48, 65, 94], "ox": [33, 81], "p": [29, 77, 97, 118, 121, 125], "p1": 98, "p2": 98, "p_": 98, "packag": [19, 27, 30, 45, 67, 75, 78, 93, 99, 104, 107], "page": [23, 24, 25, 30, 32, 71, 72, 73, 78, 80, 128], "pair": 104, "pallet": [18, 66], "panda": 114, "pandoc": [30, 78], "paper": [98, 99, 100, 101, 102, 107, 108], "param": [29, 77, 99, 100, 102, 104, 119], "paramet": [104, 109, 121], "pars": [35, 83], "parser": [29, 30, 31, 77, 78, 79], "part": [32, 33, 80, 81, 98, 99, 100, 101, 102, 104, 107, 108, 113, 119], "particular": [0, 17, 18, 20, 21, 22, 23, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 71, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94, 120, 121], "path": [19, 25, 67, 73, 114, 115, 128], "patholog": [31, 79], "paul": [32, 80], "pauli": [41, 89], "pav": [41, 89], "pd": 114, "pder": 97, "per": [32, 80, 121], "perform": [32, 80], "period": 121, "permiss": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88], "permit": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "person": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "peter": [27, 75], "phase": [45, 93], "philipp": [27, 75], "php": 104, "phrase": [45, 93], "pi": [31, 79], "pictur": [32, 80], "pierr": [32, 80], "pkg_resourc": [19, 67], "pkgutil": [19, 67], "place": [32, 80], "planck": [39, 87], "pleas": [32, 80, 104], "plot": [26, 74, 98, 99, 100, 101, 102], "plt": [26, 74, 98, 99, 100, 101, 102], "plugin": [19, 29, 30, 31, 67, 77, 78, 79], "ply": [35, 83], "point": [32, 80, 100, 102, 112, 113], "polyd": 97, "polyv": 97, "portion": [20, 22, 28, 34, 37, 40, 68, 70, 76, 82, 85, 88], "pos_neg": 121, "pos_neg_rul": 121, "posit": [104, 121], "positiver": 109, "possibl": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94, 104], "post": [26, 74], "power": [24, 72], "pprint": [104, 109, 111, 112, 115, 116, 118], "preambl": [19, 67], "preced": [35, 83], "prefil": [32, 80], "prentic": 125, "prepar": [32, 80], "preprocess": 104, "presenc": [25, 73, 128], "present": [32, 80], "preserv": [32, 80], "prettier": [45, 93], "prevent": 120, "previou": 120, "print": [25, 32, 73, 80, 97, 99, 104, 106, 107, 108, 113, 114, 117, 119, 120, 121, 128], "prior": [0, 17, 18, 21, 33, 38, 39, 48, 65, 66, 69, 81, 86, 87], "problem": [32, 80, 104, 106, 107, 108, 111, 115, 118, 119, 120, 121], "process": [31, 79, 98, 99, 100, 101, 102, 107, 108, 125], "procur": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "prod": 121, "prod_ind": 121, "prod_indicator_rul": 121, "produc": [109, 121], "product": [0, 17, 18, 21, 33, 35, 38, 39, 48, 65, 66, 69, 81, 83, 86, 87, 109, 121], "profil": 99, "profit": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "program": [98, 99, 100, 101, 102, 107, 108], "progress": 125, "project": [41, 89, 98, 99, 100, 101, 102, 107, 108], "promot": [0, 17, 18, 21, 33, 38, 39, 48, 65, 66, 69, 81, 86, 87], "prop_cycl": [26, 74], "propag": [32, 80], "properli": [24, 72], "properti": [31, 32, 79, 80], "proposit": 104, "provid": [0, 17, 18, 20, 21, 22, 28, 33, 34, 35, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 83, 85, 86, 87, 88, 89, 94, 121], "pse": [98, 99, 100, 101, 102, 107, 108], "ptmp": 97, "public": [98, 99, 100, 101, 102, 107, 108], "publish": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "purpos": [0, 17, 18, 20, 21, 22, 24, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 72, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94], "put": [32, 45, 80, 93], "putmask": [32, 80], "py": [19, 20, 32, 45, 67, 68, 80, 93, 104, 106, 107, 111, 112], "py_": 121, "pybtex": [37, 85], "pydevd_extension_api": [19, 67], "pydevd_plugin": [19, 67], "pydevd_plugin_plugin_nam": [19, 67], "pygment": [1, 49], "pyo": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "pyomo": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 125, 126], "pyomo_jupyter_book": [104, 107], "pyplot": [26, 74, 98, 99, 100, 101, 102], "python": [19, 20, 28, 32, 35, 45, 67, 68, 76, 80, 83, 93, 109, 114, 125], "python3": [104, 107], "pythonpath": [19, 67], "pyzmq": [47, 95], "q": 117, "q_": 117, "qualiti": [107, 108], "quantiti": 109, "quick": [32, 80], "quickli": [32, 80], "r": [31, 36, 79, 84], "r_": [32, 80], "radau": [99, 100, 101], "radziej": [27, 75], "ragan": [38, 86], "rais": [32, 80, 107], "ramanujam": [36, 84], "randn": [26, 74], "random": [26, 74], "rang": [26, 74, 97, 100, 101, 102, 106, 117, 119, 120], "rangeset": [100, 102, 121], "ratio": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 104, 109], "raw": [45, 93, 104], "raymond": [20, 68], "rcparam": [26, 32, 74, 80], "react": [31, 79, 109], "reactant": 109, "reaction": 109, "read": [45, 93, 104], "read_excel": 114, "real": [104, 118], "realiz": [32, 80], "realli": [32, 80], "rebuild": 119, "rec_pairs_filt": 104, "recarrai": [32, 80], "recent": 107, "recip": [27, 75], "recoveri": [35, 83], "rectangl": 104, "redefin": 104, "redistribut": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "refer": [24, 72, 127], "referenceto": 104, "reformul": 108, "regexp": [31, 79], "reggi": [32, 80], "regist": [19, 67], "regular": [24, 31, 32, 72, 79, 80], "regularli": [32, 80], "reimplement": 116, "reitz": [17, 65], "rel": [31, 79], "relationship": 121, "relax": 104, "relaxeddisjunct": 104, "releas": [20, 68, 98, 99, 100, 101, 102, 107, 108], "rememb": [32, 80], "remov": [31, 79, 120], "renam": [45, 93], "render": [24, 29, 30, 31, 72, 77, 78, 79], "repositori": [45, 93], "repres": 121, "reproduc": [0, 17, 18, 21, 26, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 74, 80, 81, 86, 87, 89, 94], "request": [31, 79], "requir": [29, 30, 31, 32, 77, 78, 79, 80], "research": 125, "reserv": [0, 17, 21, 33, 38, 39, 41, 46, 48, 65, 69, 81, 86, 87, 89, 94], "resolv": [107, 108, 119], "rest": [25, 73, 128], "restrict": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "result": [32, 80, 98, 99, 100, 101, 102, 107, 108, 121], "result_obj": [117, 119, 120], "retain": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "return": [29, 32, 77, 80, 98, 99, 100, 101, 102, 104, 106, 107, 108, 116, 117, 118, 119, 120, 121], "rewrit": [32, 80], "rg": [98, 99, 100, 101, 102, 107, 108], "rid": [32, 80], "right": [0, 17, 20, 21, 22, 28, 31, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 68, 69, 70, 76, 79, 81, 82, 85, 86, 87, 88, 89, 94], "rl": [98, 99, 100, 101, 102, 107, 108], "ro": [100, 101, 102], "robust": [27, 75], "ronach": [17, 65], "root": [19, 67], "root_directori": [19, 67], "rosenbrock": 106, "rosenbrock_script_loop": 106, "rotat": 104, "row": [97, 104], "rr": [31, 79], "rubric": [44, 92], "rule": [35, 83, 98, 99, 100, 101, 102, 106, 107, 108, 117, 119, 120, 121], "run": [25, 45, 73, 93, 98, 99, 100, 101, 102, 107, 108, 128], "s_": 120, "sale": [98, 99, 100, 101, 102, 107, 108], "same": [24, 29, 32, 72, 77, 80, 117], "sampl": [23, 26, 71, 74], "sandbox": [32, 80], "sandia": [0, 48], "sasha": [32, 80], "save": [29, 30, 77, 78], "saw": [118, 119], "scalar": 116, "scale": [98, 99, 100, 101, 102, 104, 107, 108], "scheme": [99, 101, 109], "scientif": [98, 99, 100, 101, 102, 107, 108], "scientist": [31, 79], "scikit": [32, 80], "scipi": [32, 80, 99], "scratch": 121, "screwdriv": [111, 112, 113, 114, 115, 116, 117, 119, 120], "script": [30, 31, 32, 45, 78, 79, 80, 93], "sec": [98, 99, 100, 101, 102, 104, 107, 108], "second": [120, 125], "section": [32, 80], "see": [20, 23, 24, 25, 26, 29, 30, 32, 41, 45, 68, 71, 72, 73, 74, 77, 78, 80, 89, 93, 98, 99, 100, 101, 102, 107, 108, 112, 128], "seed": [26, 74], "select": [32, 45, 80, 93, 111, 112, 113, 114, 117, 120], "self": [32, 80, 107], "sell": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "sens": [104, 106, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120], "seri": [32, 80], "serv": [24, 72], "servic": [0, 17, 18, 21, 33, 38, 39, 41, 45, 46, 48, 65, 66, 69, 81, 86, 87, 89, 93, 94], "set": [31, 32, 79, 80, 99, 104, 109, 120], "setup": 121, "sever": [106, 108], "shall": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "share_mask": [32, 80], "sheet_nam": 114, "sheppard": [33, 81], "shibukawa": [22, 70], "short": [45, 93], "shortag": 121, "should": [25, 29, 45, 73, 77, 93, 112, 128], "shouldn": [32, 80], "show": [23, 24, 25, 32, 71, 72, 73, 80, 98, 99, 100, 101, 102, 128], "shown": [108, 112, 114, 121], "sign": [26, 74], "signatur": 104, "siirola": 125, "similar": [24, 72], "simpl": [24, 27, 31, 72, 75, 79], "simple_plot": [32, 80], "simpler": [27, 75], "simplex": 104, "simplifi": [31, 79], "simul": [99, 125], "sinc": [20, 68, 106, 109], "singl": [109, 116], "site": [104, 107], "size": [104, 109, 111, 115, 116, 118, 125], "skip": [100, 102], "slender": [36, 84], "slide": [114, 118, 119], "slight": [24, 72], "slow": [32, 80], "slower": [32, 80], "small": [23, 24, 71, 72, 107, 109], "smodin": [45, 93], "so": [20, 22, 25, 28, 31, 32, 33, 34, 37, 40, 45, 68, 70, 73, 76, 79, 80, 81, 82, 85, 88, 93, 128], "societi": [39, 87], "softwar": [0, 17, 18, 21, 22, 28, 33, 37, 38, 39, 40, 46, 48, 65, 66, 69, 70, 76, 81, 85, 86, 87, 88, 94], "solut": [0, 48, 98, 99, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 117, 119, 120], "solv": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "solve_completion_tim": 107, "solver": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 115, 121], "solverfactori": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "some": [17, 23, 24, 26, 32, 35, 65, 71, 72, 74, 80, 83, 108], "someth": 120, "sort": [98, 99], "sourc": [0, 17, 18, 21, 38, 39, 41, 46, 48, 65, 66, 69, 86, 87, 89, 94, 98, 99, 100, 101, 102, 107, 108, 114], "space": [109, 120], "span": [24, 72], "special": [0, 17, 18, 21, 24, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 72, 80, 81, 86, 87, 89, 94], "specif": [0, 17, 18, 21, 24, 33, 38, 39, 48, 65, 66, 69, 72, 81, 86, 87], "specifi": [29, 77, 104, 119], "speed": [32, 80], "sphinx": [24, 45, 46, 72, 93, 94], "sphinx_book_them": [45, 93], "sphinxcontrib": [46, 94], "spitzer": [27, 75], "split": [45, 93], "spoiler": [29, 77], "springer": 125, "sqrt": 107, "src": [31, 45, 79, 93], "stale": [104, 109, 111, 115, 116, 118], "stand": [24, 72], "standard": [35, 83], "start": [19, 24, 25, 32, 67, 72, 73, 80, 108, 128], "starter": [24, 72], "state": [26, 74, 109], "static": [45, 93], "stb": [45, 93], "steadi": 109, "stefan": [31, 41, 79, 89], "step": [32, 80, 104], "sticki": [31, 79], "still": [20, 32, 68, 80, 107], "stochast": 125, "store": [24, 32, 72, 80, 121], "stori": [32, 80], "str": [97, 99, 107, 120], "strang": 107, "strict": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "strip_ends_after_last_rec": 104, "stripwidth": 104, "structur": [19, 23, 24, 67, 71, 72], "student": [31, 79], "style": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 46, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 94], "stylesheet": [31, 79], "subarrai": [32, 80], "subclass": [32, 80], "subject": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "sublicens": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "subplot": [26, 74], "substanti": [20, 22, 28, 32, 34, 37, 40, 68, 70, 76, 80, 82, 85, 88], "substitut": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "success": [29, 77], "suffici": 109, "suggest": [32, 80], "suit": [35, 83], "sum": [98, 99, 100, 104, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "summari": [29, 77], "suppli": [31, 79], "support": [25, 31, 35, 45, 47, 73, 79, 83, 93, 95, 128], "sure": [26, 32, 74, 80], "surpris": [32, 80, 117], "sv": 109, "svn": [32, 80], "sy": [19, 67], "syntax": [1, 24, 30, 49, 72, 78], "system": [30, 47, 78, 95, 98, 99, 100, 101, 102, 107, 108, 109], "t": [26, 31, 32, 74, 79, 80, 98, 99, 100, 101, 102, 107, 108, 117, 121], "t_": 98, "t_i": 98, "t_mea": 98, "tabl": [31, 79], "tag": [29, 30, 77, 78], "tail": [29, 77], "take": [32, 80], "tank": 109, "team": [41, 89], "technic": [98, 99, 100, 101, 102, 107, 108], "technologi": [0, 48], "tee": [98, 99, 100, 101, 102, 104, 107, 108], "tell": 119, "temporari": [32, 80], "term": [0, 20, 48, 68], "test": [31, 32, 79, 80], "tex": [26, 31, 74, 79], "text": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 24, 25, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 72, 73, 128], "than": [20, 32, 68, 80], "thei": [24, 29, 32, 45, 72, 77, 80, 93, 106, 116], "them": [19, 45, 67, 93], "theme": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 45, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 93], "theori": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "therefor": 109, "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 31, 32, 33, 37, 38, 39, 40, 41, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 79, 80, 81, 85, 86, 87, 88, 89, 93, 94, 98, 99, 100, 101, 102, 104, 107, 108, 109, 117, 119, 120, 121, 128], "thing": [25, 32, 73, 80, 128], "think": 107, "third": [32, 80], "those": [24, 72, 120], "through": [99, 109], "throw": [31, 79], "tial": 108, "time": [45, 93, 99, 100, 104, 107, 119, 120, 121], "timeseri": [32, 80], "titl": [98, 99], "tm": [31, 79], "tmp": [97, 104], "tmp0j28vhm": 104, "tmp40t_dwqy": 104, "tmp81ict0el": 104, "to_dict": 114, "token": [29, 77], "tolist": 114, "too": 109, "tool": [24, 31, 72, 79], "top": [25, 73, 114, 128], "topic": [23, 71], "tort": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "total": [98, 99, 100, 101, 102, 107, 108, 112, 113, 114, 117], "total_length": 104, "total_weight": [112, 113, 114, 117], "towel": [111, 112, 113, 114, 115, 116, 117, 119, 120], "traceback": 107, "transform": 104, "transformationfactori": [98, 99, 101, 104], "transformedconstraint": 104, "travi": [32, 80], "treat": [25, 73, 128], "tree": 104, "tri": [32, 80], "triangular": 104, "trim": [29, 77], "troffa": [27, 28, 37, 46, 75, 76, 85, 94], "true": [29, 32, 47, 77, 80, 95, 98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 115, 116, 119], "try": [19, 31, 32, 67, 79, 80], "tr\u00f6ger": [27, 75], "tsim": 99, "tutori": [112, 114, 119], "two": [24, 25, 32, 41, 72, 73, 80, 89, 120, 128], "type": [23, 32, 45, 71, 80, 93, 117], "u": [0, 48], "ub": 104, "ufunc": [32, 80], "uk": [33, 81, 98, 99, 100, 101, 102, 107, 108], "uncom": [32, 80], "under": [0, 31, 33, 41, 48, 79, 81, 89, 98, 99, 100, 101, 102, 107, 108, 109], "underlin": [42, 43, 44, 90, 91, 92], "underrightarrow": 109, "underscor": [31, 79], "understand": [25, 32, 73, 80, 128], "understood": [32, 80], "underwai": [32, 80], "undesir": 109, "unfortun": [32, 80], "unindexedcomponent_referenceset": 104, "unit": 121, "univers": [33, 81], "unix": [47, 95], "unless": [41, 89], "unpickl": [32, 80], "unpleas": [32, 80], "unscal": [98, 99, 100, 101, 102, 107, 108], "until": [32, 80], "up": [32, 80, 107], "updat": [32, 80, 104], "upper": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 115, 116, 118], "upperbound": 104, "upward": [32, 80], "us": [0, 17, 18, 20, 21, 22, 24, 25, 28, 29, 33, 34, 35, 37, 38, 39, 40, 41, 45, 46, 48, 65, 66, 68, 69, 70, 72, 73, 76, 77, 81, 82, 83, 85, 86, 87, 88, 89, 93, 94, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 112, 116, 119, 120, 121, 128], "user": [31, 32, 79, 80, 107, 119], "utf": [31, 79], "util": [29, 77], "v": [7, 9, 55, 57, 99, 109], "v2": [29, 30, 77, 78], "v5": [29, 30, 77, 78], "v_": 117, "valid": [29, 77], "valu": [32, 45, 80, 93, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 120, 121], "valuabl": 119, "valueerror": [32, 80], "van": [41, 89, 109], "var": [29, 30, 77, 78, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "vari": 106, "variabl": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 112, 117, 120, 121], "variat": [24, 72], "variou": [27, 45, 75, 93], "varord": 99, "ve": [45, 93], "veloc": 109, "venv": [104, 107], "veri": [27, 35, 75, 83, 108], "verifi": [31, 79], "verlag": 125, "version": [20, 32, 68, 80, 98, 99, 100, 101, 102, 107, 108], "view": [31, 32, 79, 80], "violat": [98, 99, 100, 101, 102, 107, 108], "virtanen": [41, 89], "visit": [98, 99, 100, 101, 102, 107, 108], "vode": 99, "vol": 125, "volum": 109, "volumetr": 109, "vscode": [5, 6, 8, 10, 11, 12, 13, 14, 15, 31, 53, 54, 56, 58, 59, 60, 61, 62, 63, 79], "vuss": 109, "w": [32, 80, 98, 99, 100, 101, 102, 107, 108, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 125], "w_": 117, "w_max": [111, 112, 113, 114, 115, 116, 117, 119, 120], "wa": [32, 41, 80, 89, 98, 99, 100, 101, 102, 107, 108], "wai": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94, 98, 108, 117], "walt": [41, 89], "want": [26, 32, 74, 80, 120], "warehous": 118, "warehouse_act": 118, "warn": [29, 77, 104], "warranti": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "watson": 125, "wcag": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "we": [32, 45, 80, 93, 99, 106, 107, 109, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "websit": 126, "weight": [112, 113, 114, 117, 119], "weight_con": [111, 112, 113, 114, 115, 116, 117, 120], "weight_con_rul": [116, 117, 120], "weight_rul": 119, "well": [23, 26, 32, 35, 71, 74, 80, 83, 121], "went": [32, 80], "were": [20, 32, 45, 68, 80, 93, 104], "wglp": 104, "what": [32, 80, 107, 108, 111, 113, 115], "when": [24, 25, 32, 45, 72, 73, 80, 93, 108, 113, 119, 128], "where": [31, 79, 120], "wherea": [24, 72], "whether": [0, 17, 18, 20, 21, 22, 24, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 72, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94], "which": [25, 27, 31, 32, 35, 73, 75, 79, 80, 83, 104, 108, 111, 120, 128], "while": [32, 80, 104, 121], "whom": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "whose": 120, "why": [31, 32, 79, 80, 108, 115], "width": 104, "wiki": [32, 80], "window": [30, 78], "wish": [32, 80], "within": [31, 79, 98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120], "without": [0, 17, 18, 19, 20, 21, 22, 28, 30, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 67, 68, 69, 70, 76, 78, 80, 81, 82, 85, 86, 87, 88, 89, 94, 104, 119], "wl": 118, "wonder": [32, 80], "woodruff": 125, "word": [45, 93], "work": [17, 26, 28, 31, 32, 65, 74, 76, 79, 80, 99], "workaround": [31, 79], "workshop": 126, "worth": [32, 80], "would": [32, 80, 113, 119, 120], "wouldn": [32, 80], "wrench": [111, 112, 113, 114, 115, 116, 117, 119, 120], "wrench_benefit": 119, "write": [24, 25, 32, 72, 73, 80, 104, 106, 119, 120, 121, 128], "writer": [20, 68], "written": [0, 17, 18, 21, 24, 25, 33, 38, 39, 48, 65, 66, 69, 72, 73, 81, 86, 87, 104, 128], "wrote": [27, 75], "wrt": 98, "www": [20, 32, 33, 68, 80, 81, 98, 99, 100, 101, 102, 107, 108], "x": [32, 80, 98, 104, 106, 107, 108, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "x1": 98, "x12": 104, "x1_mea": 98, "x1dot": 98, "x1dotcon": 98, "x2": 98, "x2dot": 98, "x2dotcon": 98, "x_": [98, 117, 120, 121], "x_init": 106, "x_integ": 117, "x_integer_rul": 117, "x_soln": 106, "xlabel": [98, 99, 100, 101, 102], "xlsx": 114, "xor": 104, "xyz": [31, 79], "y": [31, 32, 79, 80, 104, 106, 107, 108, 118, 121], "y_": 121, "y_bound": 104, "y_init": 106, "y_soln": 106, "yacc": [35, 83], "ye": [32, 80, 107, 112, 113, 114], "yet": [31, 35, 79, 83, 104], "yield": 98, "ylabel": [98, 99], "yoshiki": [22, 70], "you": [23, 24, 25, 26, 29, 30, 32, 45, 71, 72, 73, 74, 77, 78, 80, 93, 107, 108, 128], "your": [19, 24, 25, 26, 31, 32, 67, 72, 73, 74, 79, 80, 128], "z": [100, 101, 102], "za": [41, 89], "zdot": [100, 101, 102], "zero": [32, 80, 104, 107]}, "titles": ["LICENSE", "A11Y Dark", "A11Y High Contrast Dark", "A11Y High Contrast Light", "A11Y Light", "Blinds Dark", "Blinds Light", "Github Dark", "Github Dark Colorblind", "Github Dark High Contrast", "Github Light", "Github Light Colorblind", "Github Light High Contrast", "Gotthard Dark", "Gotthard Light", "Greative", "Pitaya Smoothie", "<no title>", "<no title>", "<no title>", "This software is under the MIT Licence", "<no title>", "The MIT License (MIT)", "Welcome to your Jupyter Book", "Markdown Files", "Notebooks with MyST Markdown", "Content with notebooks", "<no title>", "<no title>", "markdown-it-container", "markdown-it-deflist", "markdown-it-texmath", "A guide to masked arrays in NumPy", "NCSA Open Source License", "This software is under the MIT Licence", "<no title>", "Authors", "<no title>", "<no title>", "<no title>", "<no title>", "License for Sphinx", "<no title>", "<no title>", "<no title>", "Translation workflow", "<no title>", "<no title>", "LICENSE", "A11Y Dark", "A11Y High Contrast Dark", "A11Y High Contrast Light", "A11Y Light", "Blinds Dark", "Blinds Light", "Github Dark", "Github Dark Colorblind", "Github Dark High Contrast", "Github Light", "Github Light Colorblind", "Github Light High Contrast", "Gotthard Dark", "Gotthard Light", "Greative", "Pitaya Smoothie", "<no title>", "<no title>", "<no title>", "This software is under the MIT Licence", "<no title>", "The MIT License (MIT)", "Welcome to your Jupyter Book", "Markdown Files", "Notebooks with MyST Markdown", "Content with notebooks", "<no title>", "<no title>", "markdown-it-container", "markdown-it-deflist", "markdown-it-texmath", "A guide to masked arrays in NumPy", "NCSA Open Source License", "This software is under the MIT Licence", "<no title>", "Authors", "<no title>", "<no title>", "<no title>", "<no title>", "License for Sphinx", "<no title>", "<no title>", "<no title>", "Translation workflow", "<no title>", "<no title>", "Dynamic Exercises", "Collocation Matrix", "Parameter Estimation 1", "Parameter Estimation 2", "Small collocation example", "Small Dae Example", "Small Find Diff example", "GDP Exercises", "Strip Packing", "Nonlinear Exercises", "1.1 Alternative Initialization:", "1.2 Evaluation errors:", "1.3 Alternative Formulations:", "1.4 Reactor design problem (Hart et al., 2017; Bequette, 2003):", "Pyomo Fundamentals", "1.1 Knapsack example:", "1.2 Knapsack with improved printing:", "1.3 Changing data:", "1.4 Loading data from Excel:", "1.5 NLP vs MIP:", "2.1 Knapsack problem with rules:", "2.2 Integer formulation of the knapsack problem:", "3.1 Using the decorator notation for rules:", "3.2 Changing Parameter values:", "3.3 Integer cuts:", "3.4 Putting it all together with the lot sizing example: (Hart et al., 2017)", "Exercises 1", "Exercises 2", "Exercises 3", "References", "pyomo_jupyter_book", "Pyomo Workshop", "Notebooks with MyST Markdown"], "titleterms": {"0": [31, 79], "04": [31, 79], "05": [31, 79], "06": [31, 79], "07": [31, 79], "1": [98, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 118, 122], "11": [31, 79], "15": [31, 79], "2": [31, 79, 99, 107, 112, 116, 117, 119, 123], "20": [31, 79], "2003": 109, "2017": [31, 79, 109, 121], "2018": [31, 79], "2019": [31, 79], "27": [31, 79], "3": [31, 33, 79, 81, 108, 113, 118, 119, 120, 121, 124], "4": [31, 79, 109, 114, 121], "5": [31, 79, 115], "6": [31, 79], "A": [32, 80], "The": [22, 70], "To": [45, 93], "a11i": [1, 2, 3, 4, 49, 50, 51, 52], "add": [25, 73, 128], "al": [109, 121], "all": 121, "altern": [106, 108], "an": [25, 73, 128], "api": [29, 77], "arrai": [32, 80], "august": [31, 79], "author": [36, 84], "befor": [32, 80], "bequett": 109, "blind": [5, 6, 53, 54], "block": [26, 74], "book": [23, 71], "browser": [31, 79], "bsd": [33, 81], "cdn": [31, 79], "cell": [25, 73, 128], "chang": [113, 119], "changelog": [31, 79], "citat": [24, 72], "claus": [33, 81], "code": [26, 74], "colloc": [97, 100], "color": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "colorblind": [8, 11, 56, 59], "compil": [45, 93], "compon": [33, 81], "contain": [29, 77], "content": [26, 32, 74, 80], "contrast": [2, 3, 9, 12, 50, 51, 57, 60], "contributor": [36, 84], "core": [32, 80], "creat": [25, 73, 128], "creator": [36, 84], "cut": 120, "dae": 101, "dark": [1, 2, 5, 7, 8, 9, 13, 49, 50, 53, 55, 56, 57, 61], "data": [113, 114], "decor": 118, "deflist": [30, 78], "depend": [31, 79], "design": 109, "diff": 102, "differ": [32, 80], "direct": [24, 72], "dynam": 96, "error": 107, "estim": [98, 99], "et": [109, 121], "evalu": 107, "exampl": [25, 29, 73, 77, 100, 101, 102, 111, 121, 128], "excel": 114, "exercis": [96, 103, 105, 122, 123, 124], "faq": [31, 79], "featur": [31, 32, 79, 80], "februari": [31, 79], "file": [24, 45, 72, 93], "fill": [32, 80], "find": 102, "formul": [108, 117], "from": 114, "fundament": 110, "gdp": 103, "github": [7, 8, 9, 10, 11, 12, 55, 56, 57, 58, 59, 60], "gotthard": [13, 14, 61, 62], "greativ": [15, 63], "guid": [32, 80], "hart": [109, 121], "high": [2, 3, 9, 12, 50, 51, 57, 60], "histori": [32, 80], "i": [20, 24, 34, 68, 72, 82], "improv": 112, "incorpor": [41, 89], "initi": 106, "instal": [29, 30, 77, 78], "integ": [117, 120], "j": [31, 79], "januari": [31, 79], "jupyt": [23, 71], "knapsack": [111, 112, 116, 117], "learn": [24, 72], "licenc": [20, 34, 68, 82], "licens": [0, 22, 29, 30, 31, 33, 41, 48, 70, 77, 78, 79, 81, 89], "light": [3, 4, 6, 10, 11, 12, 14, 51, 52, 54, 58, 59, 60, 62], "load": 114, "lot": 121, "ma": [32, 80], "main": [32, 80], "markdown": [24, 25, 26, 29, 30, 31, 72, 73, 74, 77, 78, 79, 128], "mask": [32, 80], "maskedarrai": [32, 80], "matplotlib": [32, 80], "matrix": 97, "me": [31, 79], "metadata": [25, 73, 128], "mip": 115, "mit": [20, 22, 34, 68, 70, 82], "more": [24, 72], "myst": [24, 25, 26, 72, 73, 74, 128], "ncsa": [33, 81], "new": [32, 80], "nlp": 115, "node": [31, 79], "nonlinear": 105, "notat": 118, "note": [32, 80], "notebook": [25, 26, 73, 74, 128], "novemb": [31, 79], "numpi": [32, 80], "octob": [31, 79], "open": [33, 81], "optim": [32, 80], "output": [26, 74], "pack": 104, "packag": [32, 80], "paramet": [98, 99, 119], "pitaya": [16, 64], "print": 112, "problem": [109, 116, 117], "process": [32, 80], "put": 121, "pyomo": [110, 127], "pyomo_jupyter_book": 126, "quickli": [25, 73, 128], "reactor": 109, "record": [32, 80], "refer": 125, "revis": [32, 80], "role": [24, 72], "rule": [116, 118], "sampl": [24, 72], "septemb": [31, 79], "should": [32, 80], "show": [31, 79], "size": 121, "small": [100, 101, 102], "smoothi": [16, 64], "softwar": [20, 34, 41, 68, 82, 89], "sourc": [33, 45, 81, 93], "sphinx": [41, 89], "strip": 104, "structur": [45, 93], "texmath": [31, 79], "thank": [32, 80], "thi": [20, 34, 68, 82], "todo": [31, 79], "togeth": 121, "translat": [45, 93], "under": [20, 34, 68, 82], "updat": [45, 93], "us": [30, 31, 32, 78, 79, 80, 118], "v": 115, "valu": 119, "welcom": [23, 71], "what": [24, 72], "workflow": [45, 93], "workshop": 127, "yaml": [25, 73, 128], "your": [23, 71]}}) \ No newline at end of file +Search.setIndex({"alltitles": {"1.1 Alternative Initialization:": [[106, null]], "1.1 Knapsack example:": [[111, null]], "1.2 Evaluation errors:": [[107, null]], "1.2 Knapsack with improved printing:": [[112, null]], "1.3 Alternative Formulations:": [[108, null]], "1.3 Changing data:": [[113, null]], "1.4 Loading data from Excel:": [[114, null]], "1.4 Reactor design problem (Hart et al., 2017; Bequette, 2003):": [[109, null]], "1.5 NLP vs MIP:": [[115, null]], "2.1 Knapsack problem with rules:": [[116, null]], "2.2 Integer formulation of the knapsack problem:": [[117, null]], "3-Clause BSD License": [[33, "clause-bsd-license"], [81, "clause-bsd-license"]], "3.1 Using the decorator notation for rules:": [[118, null]], "3.2 Changing Parameter values:": [[119, null]], "3.3 Integer cuts:": [[120, null]], "3.4 Putting it all together with the lot sizing example: (Hart et al., 2017)": [[121, null]], "A guide to masked arrays in NumPy": [[32, null], [80, null]], "A11Y Dark": [[1, null], [49, null]], "A11Y High Contrast Dark": [[2, null], [50, null]], "A11Y High Contrast Light": [[3, null], [51, null]], "A11Y Light": [[4, null], [52, null]], "API": [[29, "api"], [77, "api"]], "An example cell": [[25, "an-example-cell"], [73, "an-example-cell"], [128, "an-example-cell"]], "Authors": [[36, null], [84, null]], "Blinds Dark": [[5, null], [53, null]], "Blinds Light": [[6, null], [54, null]], "CDN": [[31, "cdn"], [79, "cdn"]], "CHANGELOG": [[31, "changelog"], [79, "changelog"]], "Citations": [[24, "citations"], [72, "citations"]], "Code blocks and outputs": [[26, "code-blocks-and-outputs"], [74, "code-blocks-and-outputs"]], "Collocation Matrix": [[97, null]], "Colors": [[1, "colors"], [2, "colors"], [3, "colors"], [4, "colors"], [5, "colors"], [6, "colors"], [7, "colors"], [8, "colors"], [9, "colors"], [10, "colors"], [11, "colors"], [12, "colors"], [13, "colors"], [14, "colors"], [15, "colors"], [16, "colors"], [49, "colors"], [50, "colors"], [51, "colors"], [52, "colors"], [53, "colors"], [54, "colors"], [55, "colors"], [56, "colors"], [57, "colors"], [58, "colors"], [59, "colors"], [60, "colors"], [61, "colors"], [62, "colors"], [63, "colors"], [64, "colors"]], "Compiled translation files": [[45, "compiled-translation-files"], [93, "compiled-translation-files"]], "Components": [[33, "components"], [81, "components"]], "Content with notebooks": [[26, null], [74, null]], "Contents": [[32, "contents"], [80, "contents"]], "Contributors": [[36, "contributors"], [84, "contributors"]], "Create a notebook with MyST Markdown": [[25, "create-a-notebook-with-myst-markdown"], [73, "create-a-notebook-with-myst-markdown"], [128, "create-a-notebook-with-myst-markdown"]], "Creator": [[36, "creator"], [84, "creator"]], "Dependencies": [[31, "dependencies"], [79, "dependencies"]], "Dynamic Exercises": [[96, null]], "Example": [[29, "example"], [77, "example"]], "Exercises 1": [[122, null]], "Exercises 2": [[123, null]], "Exercises 3": [[124, null]], "FAQ": [[31, "faq"], [79, "faq"]], "Features": [[31, "features"], [79, "features"]], "GDP Exercises": [[103, null]], "Github Dark": [[7, null], [55, null]], "Github Dark Colorblind": [[8, null], [56, null]], "Github Dark High Contrast": [[9, null], [57, null]], "Github Light": [[10, null], [58, null]], "Github Light Colorblind": [[11, null], [59, null]], "Github Light High Contrast": [[12, null], [60, null]], "Gotthard Dark": [[13, null], [61, null]], "Gotthard Light": [[14, null], [62, null]], "Greative": [[15, null], [63, null]], "History": [[32, "history"], [80, "history"]], "Install": [[30, "install"], [78, "install"]], "Installation": [[29, "installation"], [77, "installation"]], "LICENSE": [[0, null], [48, null]], "Learn more": [[24, "learn-more"], [72, "learn-more"]], "License": [[29, "license"], [30, "license"], [31, "license"], [77, "license"], [78, "license"], [79, "license"]], "License for Sphinx": [[41, null], [89, null]], "Licenses for incorporated software": [[41, "licenses-for-incorporated-software"], [89, "licenses-for-incorporated-software"]], "Main differences": [[32, "main-differences"], [80, "main-differences"]], "Markdown + notebooks": [[26, "markdown-notebooks"], [74, "markdown-notebooks"]], "Markdown Files": [[24, null], [72, null]], "Masked records": [[32, "masked-records"], [80, "masked-records"]], "MyST markdown": [[26, "myst-markdown"], [74, "myst-markdown"]], "NCSA Open Source License": [[33, null], [81, null]], "New features": [[32, "new-features"], [80, "new-features"]], "Nonlinear Exercises": [[105, null]], "Notebooks with MyST Markdown": [[25, null], [73, null], [128, null]], "Optimizing maskedarray": [[32, "optimizing-maskedarray"], [80, "optimizing-maskedarray"]], "Parameter Estimation 1": [[98, null]], "Parameter Estimation 2": [[99, null]], "Pitaya Smoothie": [[16, null], [64, null]], "Pyomo Fundamentals": [[110, null]], "Pyomo Workshop": [[127, null]], "Quickly add YAML metadata for MyST Notebooks": [[25, "quickly-add-yaml-metadata-for-myst-notebooks"], [73, "quickly-add-yaml-metadata-for-myst-notebooks"], [128, "quickly-add-yaml-metadata-for-myst-notebooks"]], "References": [[125, null]], "Revision notes": [[32, "revision-notes"], [80, "revision-notes"]], "Sample Roles and Directives": [[24, "sample-roles-and-directives"], [72, "sample-roles-and-directives"]], "Should masked arrays be filled before processing or not?": [[32, "should-masked-arrays-be-filled-before-processing-or-not"], [80, "should-masked-arrays-be-filled-before-processing-or-not"]], "Show me": [[31, "show-me"], [79, "show-me"]], "Small Dae Example": [[101, null]], "Small Find Diff example": [[102, null]], "Small collocation example": [[100, null]], "Strip Packing": [[104, null]], "Structure of translation files": [[45, "structure-of-translation-files"], [93, "structure-of-translation-files"]], "Thanks": [[32, "thanks"], [80, "thanks"]], "The MIT License (MIT)": [[22, null], [70, null]], "This software is under the MIT Licence": [[20, null], [34, null], [68, null], [82, null]], "To update a translation": [[45, "to-update-a-translation"], [93, "to-update-a-translation"]], "ToDo": [[31, "todo"], [79, "todo"]], "Translation source files": [[45, "translation-source-files"], [93, "translation-source-files"]], "Translation workflow": [[45, null], [93, null]], "Use": [[30, "use"], [78, "use"]], "Use in Browser": [[31, "use-in-browser"], [79, "use-in-browser"]], "Use with node.js": [[31, "use-with-node-js"], [79, "use-with-node-js"]], "Using maskedarray with matplotlib": [[32, "using-maskedarray-with-matplotlib"], [80, "using-maskedarray-with-matplotlib"]], "Using the new package with numpy.core.ma": [[32, "using-the-new-package-with-numpy-core-ma"], [80, "using-the-new-package-with-numpy-core-ma"]], "Welcome to your Jupyter Book": [[23, null], [71, null]], "What is MyST?": [[24, "what-is-myst"], [72, "what-is-myst"]], "Workflow of translations": [[45, "workflow-of-translations"], [93, "workflow-of-translations"]], "[0.4.4] on September 27, 2017": [[31, "on-september-27-2017"], [79, "on-september-27-2017"]], "[0.4.5] on November 06, 2017": [[31, "on-november-06-2017"], [79, "on-november-06-2017"]], "[0.4.6] on January 05, 2018": [[31, "on-january-05-2018"], [79, "on-january-05-2018"]], "[0.5.0] on August 15, 2018": [[31, "on-august-15-2018"], [79, "on-august-15-2018"]], "[0.5.2] on September 07, 2018": [[31, "on-september-07-2018"], [79, "on-september-07-2018"]], "[0.5.3] on November 11, 2018": [[31, "on-november-11-2018"], [79, "on-november-11-2018"]], "[0.5.4] on January 20, 2019": [[31, "on-january-20-2019"], [79, "on-january-20-2019"]], "[0.5.5] on February 07, 2019": [[31, "on-february-07-2019"], [79, "on-february-07-2019"]], "[0.6.0] on October 04, 2019": [[31, "on-october-04-2019"], [79, "on-october-04-2019"]], "markdown-it-container": [[29, null], [77, null]], "markdown-it-deflist": [[30, null], [78, null]], "markdown-it-texmath": [[31, null], [79, null]], "pyomo_jupyter_book": [[126, null]]}, "docnames": [".venv/lib/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_colorblind/README", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_dark/README", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_light/README", ".venv/lib/python3.10/site-packages/a11y_pygments/greative/README", ".venv/lib/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README", ".venv/lib/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/click-8.1.7.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README", ".venv/lib/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE", ".venv/lib/python3.10/site-packages/idna-3.10.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/intro", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/notebooks", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/mdit_py_plugins/container/README", ".venv/lib/python3.10/site-packages/mdit_py_plugins/deflist/README", ".venv/lib/python3.10/site-packages/mdit_py_plugins/texmath/README", ".venv/lib/python3.10/site-packages/numpy/ma/README", ".venv/lib/python3.10/site-packages/numpy/random/LICENSE", ".venv/lib/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE", ".venv/lib/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION", ".venv/lib/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS", ".venv/lib/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE", ".venv/lib/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE", ".venv/lib/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE", ".venv/lib/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module", ".venv/lib/python3.10/site-packages/sphinx_book_theme/assets/translations/README", ".venv/lib/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE", ".venv/lib/python3.10/site-packages/zmq/backend/cffi/README", ".venv/lib64/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_colorblind/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_dark/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_light/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/greative/README", ".venv/lib64/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README", ".venv/lib64/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/click-8.1.7.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README", ".venv/lib64/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE", ".venv/lib64/python3.10/site-packages/idna-3.10.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/intro", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/notebooks", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/container/README", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/deflist/README", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/texmath/README", ".venv/lib64/python3.10/site-packages/numpy/ma/README", ".venv/lib64/python3.10/site-packages/numpy/random/LICENSE", ".venv/lib64/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE", ".venv/lib64/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION", ".venv/lib64/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS", ".venv/lib64/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE", ".venv/lib64/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE", ".venv/lib64/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE", ".venv/lib64/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module", ".venv/lib64/python3.10/site-packages/sphinx_book_theme/assets/translations/README", ".venv/lib64/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE", ".venv/lib64/python3.10/site-packages/zmq/backend/cffi/README", "Material/Dynamic Exercises", "Material/Dynamic Exercises/colloc_matrix", "Material/Dynamic Exercises/param_est1", "Material/Dynamic Exercises/param_est2", "Material/Dynamic Exercises/small_colloc", "Material/Dynamic Exercises/small_dae", "Material/Dynamic Exercises/small_findiff", "Material/GDP Exercises", "Material/GDP Exercises/strip_packing", "Material/Nonlinear Exercises", "Material/Nonlinear Exercises/1.1 Alternative Initialization", "Material/Nonlinear Exercises/1.2 Evaluation errors", "Material/Nonlinear Exercises/1.3 Alternative Formulations", "Material/Nonlinear Exercises/1.4 Reactor design problem", "Material/Pyomo Fundamentals", "Material/Pyomo Fundamentals/1.1 Knapsack Example", "Material/Pyomo Fundamentals/1.2 Knapsack with improved printing", "Material/Pyomo Fundamentals/1.3 Changing data", "Material/Pyomo Fundamentals/1.4 Loading data from Excel", "Material/Pyomo Fundamentals/1.5 NLP vs MIP", "Material/Pyomo Fundamentals/2.1 Knapsack problem with rules", "Material/Pyomo Fundamentals/2.2 Integer formulation of the knapsack problem", "Material/Pyomo Fundamentals/3.1 Using the decorator notation for rules", "Material/Pyomo Fundamentals/3.2 Changing Parameter values", "Material/Pyomo Fundamentals/3.3 Integer cuts", "Material/Pyomo Fundamentals/3.4 Putting it all together with the lot sizing example", "Material/Pyomo Fundamentals/Exercises 1", "Material/Pyomo Fundamentals/Exercises 2", "Material/Pyomo Fundamentals/Exercises 3", "Material/References", "README", "intro", "markdown-notebooks"], "envversion": {"sphinx": 62, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinxcontrib.bibtex": 9}, "filenames": [".venv/lib/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/a11y_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/blinds_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_colorblind/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_dark/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/gotthard_light/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/greative/README.md", ".venv/lib/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README.md", ".venv/lib/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/click-8.1.7.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md", ".venv/lib/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE.rst", ".venv/lib/python3.10/site-packages/idna-3.10.dist-info/LICENSE.md", ".venv/lib/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/intro.md", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown.md", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks.md", ".venv/lib/python3.10/site-packages/jupyter_book/book_template/notebooks.ipynb", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS.rst", ".venv/lib/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/mdit_py_plugins/container/README.md", ".venv/lib/python3.10/site-packages/mdit_py_plugins/deflist/README.md", ".venv/lib/python3.10/site-packages/mdit_py_plugins/texmath/README.md", ".venv/lib/python3.10/site-packages/numpy/ma/README.rst", ".venv/lib/python3.10/site-packages/numpy/random/LICENSE.md", ".venv/lib/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE.rst", ".venv/lib/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION.rst", ".venv/lib/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS.rst", ".venv/lib/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE.md", ".venv/lib/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE.md", ".venv/lib/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE.md", ".venv/lib/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base.rst", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class.rst", ".venv/lib/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module.rst", ".venv/lib/python3.10/site-packages/sphinx_book_theme/assets/translations/README.md", ".venv/lib/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE.rst", ".venv/lib/python3.10/site-packages/zmq/backend/cffi/README.md", ".venv/lib64/python3.10/site-packages/Pyomo-6.8.0.dist-info/LICENSE.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_high_contrast_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/a11y_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/blinds_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_colorblind/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_dark_high_contrast/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_colorblind/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/github_light_high_contrast/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_dark/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/gotthard_light/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/greative/README.md", ".venv/lib64/python3.10/site-packages/a11y_pygments/pitaya_smoothie/README.md", ".venv/lib64/python3.10/site-packages/alabaster-0.7.16.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/click-8.1.7.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md", ".venv/lib64/python3.10/site-packages/et_xmlfile-1.1.0.dist-info/LICENCE.rst", ".venv/lib64/python3.10/site-packages/idna-3.10.dist-info/LICENSE.md", ".venv/lib64/python3.10/site-packages/imagesize-1.4.1.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/intro.md", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown.md", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/markdown-notebooks.md", ".venv/lib64/python3.10/site-packages/jupyter_book/book_template/notebooks.ipynb", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/AUTHORS.rst", ".venv/lib64/python3.10/site-packages/latexcodec-3.0.0.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/container/README.md", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/deflist/README.md", ".venv/lib64/python3.10/site-packages/mdit_py_plugins/texmath/README.md", ".venv/lib64/python3.10/site-packages/numpy/ma/README.rst", ".venv/lib64/python3.10/site-packages/numpy/random/LICENSE.md", ".venv/lib64/python3.10/site-packages/openpyxl-3.1.5.dist-info/LICENCE.rst", ".venv/lib64/python3.10/site-packages/ply-3.11.dist-info/DESCRIPTION.rst", ".venv/lib64/python3.10/site-packages/prompt_toolkit-3.0.48.dist-info/AUTHORS.rst", ".venv/lib64/python3.10/site-packages/pybtex_docutils-1.0.3.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/pyzmq-26.2.0.dist-info/licenses/LICENSE.md", ".venv/lib64/python3.10/site-packages/scipy/fft/_pocketfft/LICENSE.md", ".venv/lib64/python3.10/site-packages/soupsieve-2.6.dist-info/licenses/LICENSE.md", ".venv/lib64/python3.10/site-packages/sphinx-7.4.7.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/base.rst", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/class.rst", ".venv/lib64/python3.10/site-packages/sphinx/ext/autosummary/templates/autosummary/module.rst", ".venv/lib64/python3.10/site-packages/sphinx_book_theme/assets/translations/README.md", ".venv/lib64/python3.10/site-packages/sphinxcontrib_bibtex-2.6.3.dist-info/LICENSE.rst", ".venv/lib64/python3.10/site-packages/zmq/backend/cffi/README.md", "Material/Dynamic Exercises.md", "Material/Dynamic Exercises/colloc_matrix.ipynb", "Material/Dynamic Exercises/param_est1.ipynb", "Material/Dynamic Exercises/param_est2.ipynb", "Material/Dynamic Exercises/small_colloc.ipynb", "Material/Dynamic Exercises/small_dae.ipynb", "Material/Dynamic Exercises/small_findiff.ipynb", "Material/GDP Exercises.md", "Material/GDP Exercises/strip_packing.ipynb", "Material/Nonlinear Exercises.md", "Material/Nonlinear Exercises/1.1 Alternative Initialization.ipynb", "Material/Nonlinear Exercises/1.2 Evaluation errors.ipynb", "Material/Nonlinear Exercises/1.3 Alternative Formulations.ipynb", "Material/Nonlinear Exercises/1.4 Reactor design problem.ipynb", "Material/Pyomo Fundamentals.md", "Material/Pyomo Fundamentals/1.1 Knapsack Example.ipynb", "Material/Pyomo Fundamentals/1.2 Knapsack with improved printing.ipynb", "Material/Pyomo Fundamentals/1.3 Changing data.ipynb", "Material/Pyomo Fundamentals/1.4 Loading data from Excel.ipynb", "Material/Pyomo Fundamentals/1.5 NLP vs MIP.ipynb", "Material/Pyomo Fundamentals/2.1 Knapsack problem with rules.ipynb", "Material/Pyomo Fundamentals/2.2 Integer formulation of the knapsack problem.ipynb", "Material/Pyomo Fundamentals/3.1 Using the decorator notation for rules.ipynb", "Material/Pyomo Fundamentals/3.2 Changing Parameter values.ipynb", "Material/Pyomo Fundamentals/3.3 Integer cuts.ipynb", "Material/Pyomo Fundamentals/3.4 Putting it all together with the lot sizing example.ipynb", "Material/Pyomo Fundamentals/Exercises 1.md", "Material/Pyomo Fundamentals/Exercises 2.md", "Material/Pyomo Fundamentals/Exercises 3.md", "Material/References.md", "README.md", "intro.md", "markdown-notebooks.md"], "indexentries": {}, "objects": {}, "objnames": {}, "objtypes": {}, "terms": {"": [0, 1, 2, 3, 4, 16, 24, 25, 26, 29, 31, 32, 33, 45, 47, 48, 49, 50, 51, 52, 64, 72, 73, 74, 77, 79, 80, 81, 93, 95, 98, 99, 104, 107, 108, 117, 120, 121, 127, 128], "0": [1, 5, 9, 10, 11, 12, 16, 20, 26, 32, 49, 53, 57, 58, 59, 60, 64, 68, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "00": [98, 99, 100, 101, 102, 104, 106, 107, 108], "000": [98, 100, 101, 102, 107, 108], "000000": [6, 13, 54, 61, 120], "0000000000000000e": [100, 101, 102, 108], "0000000000000090e": 108, "0000000000001568e": 108, "0000000000011841e": 108, "000000000e": 104, "0000000031647193e": 108, "0000000e": [100, 101, 102, 108], "000000168013341": [97, 100], "0000002520200333": [97, 100], "0000006e": 108, "000001008080126": [97, 100], "0000011e": 108, "0000013e": 108, "00016666666666666666": 109, "0003333333333333333": 109, "0003939e": 108, "000e": 104, "000f": 107, "000h": 107, "001": [107, 108], "0016425e": 108, "001f": 107, "002": 107, "0020268e": 108, "0023722e": 108, "003": [100, 102, 107], "003509348488082": 99, "003h": 107, "004": [101, 107, 108], "0046735e": 99, "0049999999999448": 108, "004999999999946002": 108, "004999999999999893": 108, "005": [98, 107, 108], "005000000000000042": 108, "0050001257911454": 108, "005000125791145421": 108, "005b82": [3, 51], "006": [99, 107], "00622f": [3, 51], "007": [99, 107], "0072b2": [6, 54], "00749c": [4, 52], "008": 107, "008561": [6, 54], "009": 107, "00e": [98, 99, 100, 101, 102, 107, 108], "00e0e0": [1, 2, 49, 50], "00f": [99, 108], "00h": [98, 99, 100, 101, 102, 108], "00r": 108, "01": [32, 80, 99, 100, 101, 102, 104, 107, 108], "010": 107, "010726": [15, 63], "011": 99, "0114799542957371e": 98, "013": 108, "014": 107, "015": 107, "0173366e": 99, "018": 99, "0189004e": 99, "0192356e": 99, "01e": [98, 99, 107, 108], "01f": [99, 108], "01h": [99, 108], "02": [98, 99, 102, 108], "0200713e": 108, "0216180e": 108, "0216846e": 108, "0219307e": 99, "0225288377992996e": 108, "023b95": [12, 60], "024c1a": [12, 60], "02e": [99, 100, 101, 107, 108], "02f": 99, "02h": [99, 108], "03": [98, 99, 100, 101, 108], "0301603320383990e": 108, "0316226586775465": 107, "0352617e": 108, "0357944730731203e": 98, "0378669e": 108, "03e": [98, 99, 108], "03f": [99, 108], "03h": [99, 108], "04": [98, 99, 102, 108], "0421100e": 108, "0456986e": 107, "0483853e": 99, "048810106494384": [97, 100], "0494629e": 108, "0495436e": 108, "04e": [98, 99, 107, 108], "04f": 108, "04h": [99, 108], "05": [99, 102, 108], "0531974615778044": [97, 100], "0535429e": 108, "0538196e": 108, "0541745e": 99, "0543379e": 99, "0547303e": 108, "0550ae": [10, 11, 58, 59], "0568867e": 108, "057": 108, "0590995e": 108, "05e": [99, 107, 108], "05h": [99, 108], "06": [98, 99, 108], "0620942e": 108, "0623429e": 99, "0628408e": 107, "0631714e": 108, "0643113e": 108, "06e": [99, 107, 108], "07": [98, 99, 100, 101, 108], "07e": [99, 108], "07r": 108, "08": [32, 80, 99, 108], "080808": [3, 51], "0809926760836025e": 107, "0809927e": 107, "0809936e": 107, "082": 99, "0828351e": 107, "0836282e": 99, "0880355e": 107, "0889266e": 99, "08e": [99, 107, 108], "09": [98, 102, 107, 108], "0909169532399198e": 99, "091": 99, "0915648e": 108, "0920100e": [107, 108], "0935334088806": 109, "0969da4a": [10, 11, 12, 58, 59, 60], "097": 99, "0975944e": 108, "0978360e": 99, "09e": [99, 107, 108], "0d1117": [7, 8, 9, 55, 56, 57], "0x74334805b100": 26, "0x7717740531f0": 74, "1": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 26, 29, 31, 32, 35, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 74, 77, 79, 80, 83, 97, 99, 100, 101, 102, 104, 117, 119, 120, 121, 125], "10": [1, 2, 8, 12, 15, 26, 49, 50, 56, 60, 63, 74, 97, 99, 100, 102, 104, 107, 108, 109, 119], "100": [26, 74, 99, 106], "1000": 109, "10000": 109, "100000000e": 104, "101": [99, 100, 101, 102], "1019026e": 99, "102": 99, "103": 99, "1039583e": 108, "104": [99, 104], "105": 99, "106": 99, "107": 99, "1072": 109, "108": 99, "109": 99, "1096": 118, "10e": [99, 107, 108], "11": [9, 57, 99, 104, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120], "110": 99, "111": 99, "1115805e": 99, "112": 99, "1151185e": 99, "1151671e": 99, "1154077e": 99, "1154685e": 99, "1155580e": 99, "116": 125, "116329": [10, 58], "116633": [4, 52], "1167287e": 99, "1167372e": 108, "1171847e": 99, "1181880e": 108, "1193681e": 108, "11e": [99, 100, 101, 108], "12": [7, 8, 9, 16, 55, 56, 57, 64, 99, 104, 107, 108, 112, 113, 114, 117, 118], "1215623e": 99, "122": 125, "1220772e": 99, "1236": 118, "124": [99, 104], "1241856e": 99, "1250787e": 99, "126": 99, "1288276e": 99, "1289054e": 108, "12e": [99, 107, 108], "13": [1, 2, 9, 15, 49, 50, 57, 63, 98, 99, 100, 101, 102, 104, 107, 108], "132": 125, "1330": 109, "1335145e": 99, "1335175e": 99, "1335637e": 99, "1338655e": 99, "135": 99, "1388536e": 99, "139388773624379": 97, "1393887736243791": 100, "1399751e": 99, "13e": [98, 99, 107, 108], "14": [4, 9, 10, 11, 12, 52, 57, 58, 59, 60, 99, 101, 104, 107, 108, 111, 112, 113, 114, 115, 116, 117, 119, 120], "1401919e": 99, "1410": 118, "1413847e": 99, "141414": [14, 62], "1421887e": 108, "1440213e": 99, "1443870e": 108, "1487223e": 99, "1489213e": 99, "14e": [99, 102, 108], "15": [98, 99, 100, 101, 104, 107, 108], "150": 99, "155051": [97, 100], "1551056e": 108, "1554282e": 108, "1562971e": 108, "1573362e": 108, "1573381e": 99, "1588649e": 99, "1590793e": 108, "15e": [98, 99, 107, 108], "16": [14, 62, 98, 99, 104, 107, 108], "1605265e": 108, "1606": 118, "164": 98, "166": 98, "1667899e": 108, "1678398419022438": [97, 100], "16e": [99, 107, 108], "17": [16, 64, 98, 99, 104, 107, 108, 120], "1707003e": 99, "1709471e": 108, "1715785e": 99, "1754618e": 99, "1792": 118, "17e": [99, 108], "18": [99, 104, 107, 108], "1802213e": 99, "1802298e": 99, "181036": [16, 64], "1861": 109, "1862889e": 99, "1862894024323384e": 99, "1862894e": 99, "1895629e": 99, "18c1c4": [16, 64], "18e": [99, 107, 108], "19": [3, 13, 51, 61, 99, 104, 108, 120], "1912245e": 99, "1915021e": 99, "1956": 118, "19680801": [26, 74], "1969347e": 108, "1999865e": 99, "19e": [99, 107, 108], "1e1e1": [4, 52], "2": [2, 7, 12, 14, 16, 20, 25, 32, 35, 50, 55, 60, 62, 64, 68, 73, 80, 83, 98, 100, 101, 102, 104, 106, 108, 109, 118, 121, 128], "20": [6, 54, 99, 104, 107, 108, 120], "2000": 109, "2001": [20, 68, 121, 125], "2003": 125, "2007": [32, 41, 80, 89], "2008": [0, 41, 48, 89], "2009": [38, 86], "2010": [17, 20, 34, 39, 65, 68, 82, 87], "2011": [17, 20, 28, 46, 65, 68, 76, 94], "2012": [38, 86], "2013": [21, 37, 69, 85], "2013289e": 99, "2014": [18, 66], "2016": [22, 70], "2017": 125, "2018": [40, 88, 98, 99, 100, 101, 102, 107, 108], "2019": [33, 39, 81, 87, 98, 99, 100, 101, 102, 107, 108], "2020": [17, 28, 65, 76], "2021": [37, 46, 85, 94], "2024": [0, 21, 40, 41, 48, 69, 88, 89], "2055975e": 99, "2058320e": 99, "20e": [99, 107, 108], "21": [32, 80, 99, 104, 107, 108], "2105755e": 108, "2134630e": 108, "2146757e": 99, "2162648e": 99, "2173800e": 99, "2175211e": 99, "2177375e": 99, "218": 104, "21e": [99, 107, 108], "22": [99, 104, 108], "2201926e": 99, "2204460492503131e": 108, "223": 99, "2247461916839306": [97, 100], "2257823e": 108, "2290130e": 107, "22e": [99, 108], "23": [32, 80, 99, 102, 104, 108], "2315611e": 107, "2318545e": 99, "2320641e": 99, "2322": 118, "2335621e": 99, "23e": [99, 107, 108], "24": [99, 100, 104, 108], "242424": [5, 53], "24292f": [10, 11, 12, 58, 59, 60], "2462198e": 108, "2496160e": 99, "24e": [99, 102, 107, 108], "25": [32, 80, 99, 104, 108, 112, 113, 114, 120], "250": 104, "2516703e": 99, "252124": [27, 75], "2528786e": 107, "25319725996179565": [97, 100], "2588672317133": 109, "25e": [99, 107, 108], "26": [31, 79, 99, 108], "2606218e": 99, "2610595e": 108, "2611836e": 99, "2628230e": 99, "2630462e": 99, "2633788e": 99, "264": 98, "2644173e": 108, "2656542480726785e": 99, "2666991e": 108, "26e": [99, 107, 108], "27": [99, 104, 108], "2712178e": 99, "2713520e": 99, "2722219e": 107, "274": 104, "2756204e": 108, "27e": [98, 99, 107, 108], "28": [99, 104, 108], "2857142884855868": 115, "2866091e": 99, "2872308e": 108, "2892990e": 99, "2898497e": 99, "28e": [99, 107, 108], "29": [99, 108], "2930543e": 99, "2960387e": 107, "2981580e": 108, "29e": [98, 99, 100, 101, 108], "2a": 109, "2a1968": [16, 64], "2b2b2b": [1, 2, 49, 50], "2f": 106, "2k_": 109, "2n": 104, "3": [1, 2, 4, 7, 8, 9, 13, 15, 21, 32, 35, 38, 49, 50, 52, 55, 56, 57, 61, 63, 69, 80, 83, 86, 97, 98, 99, 100, 101, 102, 104, 106, 107, 109, 111, 112, 115, 116, 117], "30": [99, 104, 108], "3004326e": 108, "3071752e": 108, "30e": [99, 108], "31": [99, 108], "3128549e": 108, "3131009e": 99, "31e": [99, 107, 108], "32": [99, 108], "3200328e": 107, "320e": 104, "321": 108, "3218374e": 99, "324": 118, "3246080e": 108, "3265288e": 107, "3274318e": 99, "32e": [99, 108], "33": [99, 104, 108], "330": 118, "33333330533110994": [97, 100], "3347854e": 108, "3392065234540951e": 107, "33e": [99, 108], "33r": 108, "34": [32, 80, 99, 104, 108], "3421277e": 99, "3438117610672782": 109, "34e": [99, 107, 108], "34r": 108, "35": [99, 108], "3503421431314564e": 108, "3527706e": 107, "3533766e": 99, "3540992e": 108, "35e": [99, 108], "35r": 108, "36": [99, 108], "3614927e": 99, "3622224e": 108, "368": 99, "36e": [99, 107, 108], "36r": 108, "37": [99, 108], "373": 99, "3768345e": 99, "37e": [98, 99, 100, 101, 108], "37r": 108, "38": [99, 108], "3821424037453669": 100, "382142403745367": 97, "3832051e": 108, "3874": 109, "38e": [99, 107, 108], "38r": 108, "39": [99, 108], "3918616e": 99, "3928326e": 107, "3937825e": 99, "3950490e": 108, "3964766e": 107, "3985928e": 107, "39e": [98, 99, 107, 108], "39r": 108, "3d73a9": [14, 62], "4": [3, 4, 5, 6, 10, 11, 13, 14, 15, 16, 25, 26, 32, 51, 52, 53, 54, 58, 59, 61, 62, 63, 64, 73, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120, 128], "40": 99, "4033538e": 99, "40e": [99, 107, 108], "40r": 108, "41": [99, 108], "41e": [98, 99, 108], "42": [99, 108], "42e": [99, 107, 108], "43": [99, 108], "4301800e": 108, "4318780e": 108, "4351946e": 108, "437200108632": 109, "437a6b": [14, 62], "4394796e": 108, "43e": [99, 107, 108], "44": [99, 108, 117], "4408920985006262e": 108, "4444856e": 99, "4451251e": 99, "44e": [99, 108], "45": [99, 101, 104, 108], "451": 99, "4518642e": 108, "45e": [98, 99], "46": [99, 108], "4670968e": 108, "4681398e": 108, "4687798e": 99, "46e": [99, 107, 108], "47": [99, 108], "4721920e": 108, "473d18": [15, 63], "4748196e": 108, "4749624e": 108, "4761840e": 108, "47e": [99, 102, 108], "48": [99, 108], "4804811e": 107, "485": 118, "48e": [99, 108], "49": [99, 108], "4924703e": 99, "4928608e": 107, "494": 99, "4943971e": 108, "498": 107, "4987215e": 108, "49e": [99, 108], "4c4b4be8": [13, 61], "5": [3, 5, 6, 7, 10, 11, 12, 14, 15, 16, 26, 32, 51, 53, 54, 55, 58, 59, 60, 62, 63, 64, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 116, 117, 119, 120, 121], "50": [99, 101, 108], "5000": 109, "5037068e": 99, "5041988e": 107, "5059036424968433e": 107, "5070264e": 108, "50e": [99, 108], "51": [99, 108], "5127061e": 108, "5137424147651268e": 98, "5142436e": 108, "515151": [3, 4, 51, 52], "5158913589264014e": 108, "5169810e": 107, "51e": [99, 100, 101, 107, 108], "52": [99, 108], "5241867e": 108, "5293245e": 108, "52e": [99, 107, 108], "53": [99, 108], "531": 118, "53197233105394": 97, "5319723310539404": 100, "531972415060627": 97, "5319724150606273": 100, "539": 99, "5391cf": [5, 53], "53e": [99, 100, 101, 107, 108], "54": [99, 108], "5403307e": 107, "5411085e": 108, "54e": [99, 107, 108], "55": [32, 80, 99], "550": 99, "5507361e": 99, "5511151231257827e": 108, "5522789e": 99, "5566442170075718e": 98, "5566442e": 98, "5566463e": 98, "5583161e": 108, "55e": [99, 108], "55r": 108, "56": 99, "5639520e": 98, "564": 99, "567": 118, "567840077120941": 97, "5678400771209411": 100, "56e": [99, 107, 108], "56r": 108, "57": 99, "577e": 104, "57e": [99, 107, 108], "57r": 108, "58": [99, 108], "5828123e": 99, "583": 99, "5855462e": 107, "5899060e": 108, "58a6ff70": [8, 9, 56, 57], "58e": [99, 107, 108], "59": [99, 108], "5938203946741843e": 99, "594": 98, "5940882e": 99, "59e": [99, 107, 108], "5ca7e4": [15, 63], "6": [1, 2, 4, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 49, 50, 52, 53, 54, 55, 56, 58, 59, 61, 62, 63, 64, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 115, 116, 117, 119, 120, 121], "60": [99, 108], "6000": 109, "605199625387": 109, "606": 99, "60e": [99, 107, 108], "61": [99, 108], "6118466e": 108, "61e": [99, 107, 108], "62": [99, 108], "622cbc": [12, 60], "624": 99, "626": 107, "627": 107, "628": 107, "6285131e": 108, "629": 107, "62e": [99, 108], "63": [99, 108], "630": 107, "63e": [99, 108], "64": [99, 108], "644949": [97, 100], "647": 99, "64e": [99, 108], "65": [99, 108], "6505724e": 108, "6559704e": 108, "656": 99, "65e": [99, 108], "66": [99, 108], "6603131e": 99, "6608441e": 99, "6615861e": 99, "6629897e": 99, "6632270e": 99, "6666666666666667": 109, "66666691": [5, 53], "66707b": [12, 60], "669": 99, "66ccee": [5, 53], "66e": [99, 107, 108], "66e9ec": [16, 64], "67": [99, 108, 125], "6721345e": 107, "6730c5": [3, 51], "6759509e": 108, "679e": 104, "67e": [99, 107, 108], "68": [99, 108], "6828370e": 99, "6867493e": 98, "68e": [99, 107, 108], "69": [32, 80, 99, 108], "6900564e": 99, "6918851e": 108, "6973110e": 107, "6988313e": 108, "69e": [99, 108], "6e7681": [7, 55], "6e7781": [10, 11, 58, 59], "6f98b3": [13, 61], "7": [1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 49, 50, 51, 52, 53, 55, 56, 58, 59, 60, 61, 62, 63, 97, 98, 99, 100, 101, 102, 104, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120, 121], "70": 99, "702c00": [12, 60], "7049410e": 108, "7063949e": 107, "7082443e": 108, "70e": [99, 107, 108], "70r": 108, "71": 99, "7126984e": 99, "7179466e": 108, "71e": [99, 108], "71r": 108, "72": [99, 108], "7255730178078466e": 102, "72e": [98, 99, 108], "72f088": [9, 57], "73": [99, 108], "7335004e": 108, "737373": [6, 54], "7377623e": 108, "7382990e": 108, "7393879671602779": [97, 100], "73e": [99, 102, 108], "74": [99, 108], "742e": 104, "7449172e": 108, "7483881e": 108, "74e": [99, 102, 107, 108], "75": [99, 108], "750e": 104, "752432": 107, "7536170e": 108, "7547126e": 108, "7587273e": 99, "75e": [99, 107, 108], "76": [99, 100, 104, 108], "7628486e": 108, "7634018e": 99, "769": 98, "76e": [99, 108], "77": [99, 108], "7704895589362195e": 108, "7714229e": 98, "7715611723760958e": [100, 101], "7752546483828548": 97, "77525464838285485": 100, "7756299e": 107, "7776427e": 108, "77e": [99, 100, 101, 108], "78": [99, 108], "78e": [99, 107, 108], "79": [99, 108], "7963225e": 99, "7976779e": 108, "797979": [15, 63], "7998f2": [16, 64], "79c0ff": [7, 8, 55, 56], "79e": [99, 102, 108], "7ee787": [7, 55], "7f4707": [3, 4, 51, 52], "8": [1, 2, 4, 5, 7, 9, 11, 12, 13, 15, 16, 31, 49, 50, 52, 53, 55, 57, 59, 60, 61, 63, 64, 79, 98, 99, 100, 101, 102, 104, 107, 108, 111, 112, 113, 115, 116, 117, 119, 120], "80": [99, 108], "801": 98, "8032208e": 108, "8045e5": [4, 52], "8047428e": 108, "80e": [99, 107, 108], "81": [99, 108], "8180623e": 108, "81b19b": [13, 61], "81e": [99, 107, 108], "82": [99, 108], "8250df": [10, 11, 58, 59], "82e": [99, 107, 108], "83": [99, 108], "8303563e": 108, "8333333333333334": 109, "83e": [99, 107, 108], "84": 99, "84e": [99, 108], "84r": 108, "85": 99, "8551062e": 108, "8551263e": 108, "8554063e": 108, "85e": [99, 107, 108], "85r": 108, "86": [99, 108], "8637398e": 99, "86e": [98, 99, 107, 108], "86r": 108, "87": [99, 108], "8758563e": 108, "8786849e": 108, "8786ac": [16, 64], "87e": 99, "88": [99, 108], "8814789e": 108, "8818509e": 108, "8828318e": 99, "8833827526759706e": 107, "8840295e": 108, "88e": [99, 107, 108], "89": [99, 108], "8907970e": 108, "8959813e": 108, "8963008e": 108, "8972966e": 99, "8990727e": 108, "89e": [99, 107, 108], "8a4600": [11, 59], "8b949e": [7, 55], "8c8c8c": [5, 53], "9": [1, 2, 3, 4, 7, 8, 9, 13, 14, 15, 16, 49, 50, 51, 52, 55, 56, 57, 61, 62, 63, 64, 97, 98, 99, 100, 104, 107, 108, 119], "90": [99, 108], "9029431e": 99, "90312e": 107, "9064258e": 99, "9066403e": 107, "90e": [99, 108], "91": [32, 80, 99, 108], "912583": [3, 51], "9179264e": 108, "9195690e": 108, "91cbff": [9, 57], "91e": [99, 107, 108], "92": [99, 108], "92e": [99, 100, 101, 107, 108], "93": [99, 108], "9309627e": 108, "93e": [99, 108], "94": 99, "9463570e": 108, "9492790e": 108, "94e": [98, 99, 108], "95": 99, "95163": 104, "9528153e": 107, "953800": [10, 58], "958e": 104, "959": 98, "95e": [99, 107, 108], "96": 99, "96e": [99, 107, 108], "97": 99, "9701812e": 107, "9704435e": 108, "9741224e": 108, "974eb7": [14, 62], "9762286e": 108, "9772743e": 108, "9777374e": 99, "9781355e": 99, "9787064e": 108, "97e": [99, 108], "98": [99, 108], "9827616e": 108, "9833353e": 108, "9838140e": 98, "98661b": [14, 62], "9888137e": 108, "98e": [99, 108], "99": 99, "9968997e": 108, "996b00": [6, 54], "9975467e": 108, "9989710e": 108, "9999977260457736": 99, "999999": [32, 80], "99e": [99, 107, 108], "9e86c8": [15, 63], "9e8741": [15, 63], "9f4e55": [14, 62], "A": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 99, 104, 106, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120, 125, 126], "AND": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "AS": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "AT": [36, 84], "As": [26, 32, 74, 80], "BE": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "BUT": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "BY": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "But": [26, 74], "By": [32, 80], "FOR": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "For": [24, 26, 32, 72, 74, 80, 98, 99, 100, 101, 102, 107, 108, 120], "IF": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "IN": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "If": [25, 29, 30, 32, 73, 77, 78, 80, 109, 128], "In": [32, 80, 107, 109, 114, 117, 118, 119], "It": [23, 24, 35, 71, 72, 83], "NO": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "NOT": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "No": [32, 80, 112, 113, 114], "OF": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "ON": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "OR": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "One": 117, "SUCH": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "THE": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "TO": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "That": [25, 73, 128], "The": [17, 19, 20, 24, 25, 28, 31, 32, 33, 34, 37, 40, 41, 45, 65, 67, 68, 72, 73, 76, 79, 80, 81, 82, 85, 88, 89, 93, 107, 109, 112, 120, 121, 127, 128], "There": [26, 74, 108], "These": [45, 93], "To": [19, 32, 67, 80], "WITH": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "With": [25, 29, 73, 77, 128], "_": [117, 120, 121], "_0": 104, "__array_finalize__": [32, 80], "__getattribute__": [32, 80], "__import__": [19, 67], "__init__": [19, 67], "__name__": [19, 67], "__new__": [32, 80], "__path__": [19, 67], "_a_diffeq": 99, "_b_diffeq": 99, "_back_diff": 102, "_colloc_eq": 100, "_colloc_eq_t": 100, "_compile_transl": [45, 93], "_cont_t": 100, "_cont_z": 100, "_da": 99, "_data": [32, 80], "_db": 99, "_init_con": [100, 101, 102], "_init_con_t": 100, "_init_condit": 98, "_initx1": 98, "_initx2": 98, "_mask": [32, 80], "_obj": [98, 99], "_parse_numpydoc_see_also_sect": [41, 89], "_pydevd_bundl": [19, 67], "_pyomo_gdp_bigm_reformul": 104, "_report_tim": 107, "_statu": 107, "_x1dot": 98, "_x2dot": 98, "_zdot": [100, 101, 102], "a0111f": [12, 60], "a11": [2, 16, 50, 64], "a12236": [3, 51], "a25e53": [14, 62], "a2bffc": [15, 63], "a5d6ff": [8, 56], "a_conc": 99, "a_diffeq": 99, "a_mea": 99, "aa": [4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 52, 53, 54, 55, 58, 59, 60, 61, 62, 63, 64], "aaa": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "ab6369": [13, 61], "abe338": [1, 2, 49, 50], "about": [24, 25, 26, 72, 73, 74, 107, 108, 128], "abov": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 107, 108], "abspath": 114, "abstract": [19, 67], "ac": [33, 81, 98, 99, 100, 101, 102, 107, 108], "accept": [24, 32, 72, 80], "access": [1, 2, 3, 4, 16, 49, 50, 51, 52, 64, 127], "account": [32, 80], "acknowledg": [98, 99, 100, 101, 102, 107, 108], "acquir": [111, 112, 113, 114, 117], "across": [104, 121], "action": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "activ": [104, 109, 111, 115, 116, 121], "activest": [27, 75], "actual": [32, 80], "ad": [32, 80, 120], "adapt": [121, 127], "add": [19, 30, 31, 45, 67, 78, 79, 93, 107, 108, 120], "add6ff": [6, 54], "add_": [26, 74], "addeventlisten": [31, 79], "addit": [32, 80], "adher": [20, 68], "adot": 100, "advanc": [98, 99, 100, 101, 102, 107, 108], "advis": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "af": 109, "after": [29, 77], "again": [32, 80, 117, 119, 120], "aij": 104, "ainit": 99, "algorithm": [33, 81, 127], "align": [26, 74, 107, 121], "all": [0, 20, 21, 22, 24, 25, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 68, 69, 70, 72, 73, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 104, 107, 108, 128], "allow": [19, 24, 67, 72, 119, 121], "along": [32, 80], "alpha_du": [98, 99, 100, 101, 102, 107, 108], "alpha_pr": [98, 99, 100, 101, 102, 107, 108], "alreadi": [31, 79], "also": [24, 25, 26, 32, 72, 73, 74, 80, 112, 116, 128], "altern": [32, 80, 98, 118], "alwai": [32, 80, 109], "ambigu": [35, 83], "amea": 99, "amjith": [36, 84], "amount": 121, "an": [20, 22, 24, 28, 31, 32, 33, 34, 37, 40, 68, 70, 72, 76, 79, 80, 81, 82, 85, 88, 99, 117, 118, 119, 120, 121], "analyt": [100, 101, 102], "analytical_t": [100, 101, 102], "analytical_z": [100, 101, 102], "ani": [0, 17, 18, 20, 21, 22, 23, 25, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 71, 73, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94, 104, 128], "anom": [32, 80], "anomali": [32, 80], "anoth": [29, 32, 35, 77, 80, 83], "anywai": [32, 80], "apart": [32, 80], "appear": [109, 120], "append": [97, 100], "appli": 125, "applicationerror": 107, "apply_to": [98, 99, 101, 104], "appropri": 109, "ar": [0, 17, 18, 21, 24, 25, 32, 33, 38, 39, 41, 45, 46, 48, 65, 66, 69, 72, 73, 80, 81, 86, 87, 89, 93, 94, 104, 107, 108, 109, 111, 116, 120, 121, 128], "area": [32, 80], "arg": 107, "argu": [32, 80], "aris": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "armin": [17, 65], "arn": 125, "arow": 97, "arrai": [26, 74], "ashland": 118, "asset": [45, 93], "associ": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88, 121], "assum": [45, 93, 117], "assumpt": 109, "attribut": [32, 80], "author": [20, 22, 27, 28, 31, 34, 37, 40, 41, 68, 70, 75, 76, 79, 82, 85, 88, 89], "auto": [45, 93], "automat": [45, 93], "avail": [32, 80, 98, 99, 100, 101, 102, 107, 108], "averag": [32, 80], "avoid": [31, 32, 79, 80], "ax": [26, 74], "b": [99, 100, 101, 102, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120, 125], "b19db4": [13, 61], "b1bac4": [8, 56], "b35900": [11, 59], "b89784": [13, 61], "b_conc": 99, "b_diffeq": 99, "b_mea": 99, "back_diff": 102, "backend": [37, 85], "background": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "backlog": 121, "backport": [20, 68], "backslash": [31, 79], "backward": 101, "bailei": [1, 2, 3, 4, 16, 49, 50, 51, 52, 64], "balanc": 109, "base": [17, 19, 25, 30, 32, 65, 67, 73, 78, 80, 104, 107, 120, 128], "basi": 104, "bbbbbb": [5, 53], "beauti": [31, 79], "becam": [32, 80], "becaus": 107, "becom": [32, 80, 113, 119], "been": [32, 33, 80, 81], "beforehand": [32, 80], "begin": [26, 74, 104, 107, 121], "behav": [32, 80], "behavior": [32, 80], "behaviour": 99, "being": [24, 72], "below": [19, 32, 41, 45, 67, 80, 89, 93, 106, 107, 108, 109, 111, 117, 118, 119, 120, 121], "benchmark": [32, 80], "benefit": [112, 113, 114, 117, 119], "bequett": 125, "best": [99, 100, 101, 102, 120], "better": [108, 119], "bf5400": [6, 54], "bib": [24, 72], "bibliographi": [24, 72], "bibtex": [24, 46, 72, 94], "big": 121, "bigm": 104, "binari": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 104, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "binary_indicator_var": 104, "binit": 99, "blame": [32, 80], "block": [25, 29, 31, 44, 73, 77, 79, 92, 104, 128], "blockquot": [31, 79], "bmea": 99, "bmurr": 107, "bodi": [31, 79, 104, 109, 111, 115, 116], "book": [24, 25, 26, 72, 73, 74, 126, 128], "bool": [32, 80], "boolean": [32, 80], "booleanvar": 104, "both": [24, 32, 35, 72, 80, 83], "bound": [98, 99, 100, 101, 102, 104, 107, 108, 118], "bower": [29, 30, 77, 78], "box": [24, 72], "bracket": [31, 79], "branch": [32, 80], "brian": [38, 86], "brief": [45, 93], "browser": [29, 30, 77, 78], "bsd": [21, 38, 41, 69, 86, 89], "bug": [31, 79], "bugfix": [27, 75], "build": [24, 45, 72, 93], "built": [25, 73, 128], "bunch": [45, 93], "bundl": [23, 45, 71, 93], "busi": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "byte": 104, "c": [0, 17, 20, 21, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 68, 69, 76, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 107, 108, 109, 118, 121, 125], "c4a2f5": [16, 64], "c5e478": [15, 63], "c9d1d9": [7, 8, 9, 55, 56, 57], "c_": [109, 121], "ca": 109, "ca_bal": 109, "caab6d": [13, 61], "caf": 109, "call": [24, 72, 104, 107, 109], "callback": 104, "can": [19, 24, 25, 26, 29, 32, 67, 72, 73, 74, 77, 80, 106, 107, 108, 112, 114, 116, 117, 120, 128], "cannot": [20, 31, 68, 79], "case": [32, 80], "caus": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 107], "cb": 109, "cb_bal": 109, "cbc": [112, 113, 114, 115, 116], "cc": 109, "cc398b": [6, 54], "cc_bal": 109, "ccbb44": [5, 53], "cd": 109, "cd_bal": 109, "cell": 107, "certain": [0, 48], "cf": [32, 80], "cf222e": [10, 58], "cffi": [47, 95], "chang": [20, 45, 68, 93, 118], "changelog": [29, 30, 77, 78], "charact": [29, 77], "charg": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "charset": [31, 79], "che": 107, "che498": [104, 107], "check": [23, 26, 32, 35, 45, 71, 74, 80, 83, 93], "chemic": 109, "chicago": 118, "choic": [31, 79, 120], "citat": [46, 94], "cite": [24, 72], "claim": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "class": [19, 29, 32, 67, 77, 80], "classic": [32, 80], "claus": [21, 38, 41, 69, 86, 89], "click": [29, 45, 77, 93], "close": [29, 77, 120], "cm": [26, 74], "cmap": [26, 74], "code": [0, 7, 9, 17, 18, 19, 20, 21, 25, 27, 28, 29, 33, 38, 39, 41, 45, 46, 48, 55, 57, 65, 66, 67, 68, 69, 73, 75, 76, 77, 81, 86, 87, 89, 93, 94, 98, 99, 100, 101, 102, 107, 108, 114, 128], "codec": [27, 28, 75, 76], "coin": [98, 99, 100, 101, 102, 107, 108], "cold": [26, 74], "collect": [45, 93, 98, 99, 100, 101, 102, 107, 108], "colloc": [98, 99, 101], "colloc_eq": 100, "colloc_eq_t": 100, "color": [26, 74], "column": 104, "com": [27, 33, 36, 40, 75, 81, 84, 88, 98, 99, 100, 101, 102, 107, 108], "combin": [32, 80], "come": [32, 80], "comfort": [31, 79], "command": [25, 32, 73, 80, 104, 128], "comment": 107, "common": [107, 109], "commonmark": [24, 72], "companion": 126, "compar": 108, "comparison": [32, 80], "compat": [31, 32, 35, 79, 80, 83], "compil": [98, 99, 100, 101, 102, 107, 108], "complementar": [98, 99, 100, 101, 102, 107, 108], "complet": 121, "complianc": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "compon": [109, 112, 118], "comput": [32, 80, 98, 99, 100, 101, 102, 107, 108], "con": [107, 108], "con_rul": [107, 108], "concent": 109, "concentr": [99, 109], "concret": 109, "concretemodel": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "condit": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 98, 100], "conflict": 104, "conform": [47, 95], "connect": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "consequenti": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "consid": [32, 80, 107, 108, 109, 117, 119, 120], "consist": [32, 80, 120], "consol": [29, 77, 107], "const": [31, 79], "constant": [32, 80], "constraint": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "constraintlist": [98, 120], "construct": 104, "constructor": [31, 79], "cont_t": 100, "cont_z": 100, "contain": [19, 27, 31, 45, 67, 75, 79, 93, 98, 99, 100, 101, 102, 107, 108, 120], "content": [23, 24, 25, 29, 45, 71, 72, 73, 77, 93, 127, 128], "contextlib": [26, 74], "contigu": [32, 80], "continu": 100, "continuousset": [98, 99, 101], "contract": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "contributor": [0, 17, 18, 21, 27, 33, 38, 39, 41, 46, 48, 65, 66, 69, 75, 81, 86, 87, 89, 94], "control": 125, "conveni": [32, 80], "convers": 126, "convert": [25, 45, 73, 93, 128], "convolv": 97, "coolwarm": [26, 74], "coordin": 104, "copi": [20, 22, 28, 32, 33, 34, 37, 40, 68, 70, 76, 80, 81, 82, 85, 88], "copyright": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 107, 108], "core": [104, 127], "corner": 104, "correspond": [32, 80], "cost": 121, "could": [32, 80, 119], "coupl": [32, 80], "cp": 97, "cpl": 107, "cpu": [98, 99, 100, 101, 102, 107, 108], "cpxlp": 104, "creat": [26, 29, 45, 74, 77, 93, 109, 117, 119, 120, 121], "creation": [32, 80], "credit": [31, 79], "critic": 106, "css": [31, 79], "culprit": [32, 80], "cumprod": [32, 80], "cumsum": [32, 80], "current": [32, 80, 120], "custom": [29, 77], "custom_lin": [26, 74], "cut_expr": 120, "cycler": [26, 74], "d": [25, 32, 45, 73, 80, 93, 98, 99, 100, 101, 102, 107, 108, 109, 118, 121, 125, 128], "d1": [32, 80], "d166a3": [5, 53], "d2": [32, 80], "d2a8ff": [7, 8, 55, 56], "d4d0ab": [1, 49], "d71835": [4, 52], "d9dee3": [9, 57], "d_": 121, "da_con": 99, "dadt": 99, "dae": [98, 99], "damag": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "data": [0, 17, 18, 21, 26, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 74, 80, 81, 86, 87, 89, 94, 104, 109, 121], "date": [32, 80], "davi": [21, 69], "david": [27, 75, 125], "db_con": 99, "dbb7ff": [9, 57], "dbdt": 99, "dcc6e0": [1, 2, 49, 50], "de": [0, 48, 109], "dead": [32, 80], "deal": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "debugg": [19, 67], "declar": [98, 104, 109, 111, 115, 116, 118], "declare_namespac": [19, 67], "def": [98, 99, 100, 101, 102, 104, 106, 107, 108, 116, 117, 118, 119, 120, 121], "default": [7, 25, 31, 32, 55, 73, 79, 80, 104, 107, 128], "defin": [19, 25, 29, 32, 45, 67, 73, 77, 80, 93, 116, 118, 120, 121, 128], "definit": [30, 78, 107], "delimit": [29, 31, 77, 79], "demand": 121, "depend": [24, 72], "deprec": 104, "depth": [23, 71], "der": [41, 89], "deriv": [0, 17, 18, 21, 33, 38, 39, 41, 48, 65, 66, 69, 81, 86, 87, 89], "derivativevar": [98, 99, 101], "descript": 121, "design": [27, 33, 47, 75, 81, 95, 98, 99, 100, 101, 102, 107, 108, 125], "detail": [25, 29, 45, 73, 77, 93, 128], "determin": [118, 121], "develop": [32, 33, 80, 81], "deviat": [32, 80], "df_item": 114, "diagnost": 107, "did": [32, 80, 107], "differ": [24, 29, 30, 45, 72, 77, 78, 93, 101, 102, 106, 114, 119], "difficulti": 106, "dimen": 104, "direct": [0, 17, 18, 21, 25, 33, 38, 39, 41, 46, 48, 65, 66, 69, 73, 81, 86, 87, 89, 94, 128], "directli": [30, 78], "directori": [19, 32, 67, 80], "disable_method": 104, "disappear": [32, 80], "disclaim": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "discov": 107, "discret": [98, 99, 101, 120], "disjunct": 104, "displai": [25, 31, 73, 79, 104, 128], "distribut": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 45, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 93, 94], "div": [29, 31, 77, 79], "divid": [32, 80], "divis": [32, 80], "dl": [30, 78], "dm": [32, 80], "do": [20, 22, 24, 26, 28, 33, 34, 37, 40, 68, 70, 72, 74, 76, 81, 82, 85, 88, 108], "doc": [31, 79, 104], "document": [0, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 45, 46, 48, 65, 66, 68, 69, 70, 71, 72, 73, 74, 76, 79, 80, 81, 82, 85, 86, 87, 88, 89, 93, 94, 107, 128], "docutil": [37, 85], "doe": [23, 31, 32, 71, 79, 80], "doesn": [31, 79], "dollar": [26, 31, 74, 79], "domain": [32, 80, 104, 109, 111, 115, 116, 118, 121], "domcontentload": [31, 79], "done": [19, 31, 32, 67, 79, 80, 120], "dot": 98, "down": [32, 80, 104], "download": [45, 93], "dragon": [29, 77], "dtype": [32, 80], "dual": [33, 81, 98, 99, 100, 101, 102, 104, 107, 108], "duboi": [32, 80], "dugard": [32, 80], "dummi": [100, 101, 102], "dure": [32, 80, 121], "dynam": [98, 127], "dzdt": [100, 101, 102], "e": [31, 32, 79, 80, 107, 112, 116, 125], "e1e1e1": [14, 62], "each": [32, 45, 80, 93, 104, 106, 109, 119, 120], "earlier": [32, 80, 119], "easi": [31, 32, 35, 79, 80, 83], "easier": [45, 93], "ec8e2c": [8, 56], "eclips": [98, 99, 100, 101, 102, 107, 108], "econom": [33, 81], "ecosystem": [24, 72], "edit": [45, 93, 125], "ee6677": [5, 53], "effect": [27, 75, 106], "effici": [35, 83, 107], "effort": 127, "either": [19, 67], "elif": 107, "els": [19, 29, 67, 77, 120], "em": [29, 77], "emb": [26, 74], "empti": [35, 83, 104], "encod": [27, 75], "end": [26, 32, 74, 80, 107, 121], "endblock": [44, 92], "endfor": [44, 92], "endif": [44, 92], "endors": [0, 17, 18, 21, 33, 38, 39, 48, 65, 66, 69, 81, 86, 87], "energi": [98, 99, 100, 101, 102, 107, 108], "enforc": 107, "engin": [0, 31, 48, 79, 98, 99, 100, 101, 102, 107, 108], "english": [45, 93], "enough": 119, "ensur": [19, 67], "entir": [35, 83, 119], "entri": [32, 45, 80, 93], "enumer": 99, "environ": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "epl": [98, 99, 100, 101, 102, 107, 108], "eppstein": [27, 75], "eq": 104, "equal": [98, 99, 100, 101, 102, 107, 108, 120], "equat": [31, 79, 100, 121], "equival": [32, 80, 109], "eras": [32, 80], "eric": [1, 2, 3, 4, 16, 32, 49, 50, 51, 52, 64, 80], "error": [31, 35, 79, 83, 98, 99, 100, 101, 102, 108], "escap": [26, 31, 42, 43, 44, 74, 79, 90, 91, 92], "escapehtml": [29, 77], "etc": [26, 74], "euler": [31, 79], "european": 125, "evalu": [98, 99, 100, 101, 102, 108], "even": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94], "event": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "eventu": [32, 80], "everyth": [32, 80], "everywher": [32, 80], "exactli": 107, "exampl": [24, 26, 32, 72, 74, 80, 99, 104, 106, 108, 109, 112, 114], "except": [19, 32, 67, 80], "execut": [25, 45, 73, 93, 128], "exemplari": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "exercis": [119, 127], "exhaust": [32, 80], "exit": [98, 99, 100, 101, 102, 107, 108], "exitstack": [26, 74], "expect": [32, 80, 108], "experiment": [32, 80], "explan": [45, 93], "explicit": [19, 67], "expr": [99, 100, 101, 102, 104, 109, 111, 112, 113, 114, 115], "express": [0, 17, 18, 20, 21, 22, 28, 31, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 79, 81, 82, 85, 86, 87, 88, 89, 94, 104, 109, 111, 115, 116], "extend": [19, 31, 32, 67, 79, 80], "extend_path": [19, 67], "extens": [19, 24, 31, 35, 46, 67, 72, 79, 83, 94], "extern": [32, 80], "extrem": [35, 83], "f": [32, 80, 98, 107, 108, 109, 120], "f26196": [16, 64], "f2f2f2": [4, 52], "f5a394": [16, 64], "f5ab35": [1, 49], "f5f5f5": [13, 14, 61, 62], "f78c6c": [15, 63], "f8f8f2": [1, 2, 49, 50], "fact": [35, 83], "fad000": [16, 64], "fae4c2": [3, 51], "fals": [32, 80, 104, 109, 111, 115, 116, 118], "familiar": [32, 80], "fast": [31, 79], "faster": [32, 80], "fatal": [31, 79], "fcfcfc": [6, 54], "fdac54": [8, 56], "fdf2e2": [4, 52], "fe": 100, "feasibl": 120, "featur": [35, 83], "feed": 109, "feel": [23, 71], "fefef": [3, 51], "fefeff": [16, 64], "fenc": [29, 77], "few": [23, 32, 71, 80], "ff7b72": [7, 55], "ff9492": [9, 57], "ffa07a": [1, 2, 49, 50], "ffa657": [7, 55], "ffb757": [9, 57], "ffd700": [1, 49], "ffd900": [2, 50], "ffd9002e": [1, 2, 49, 50], "ffffff": [10, 11, 12, 58, 59, 60], "fi": [41, 89], "field": [32, 80], "fieldmask": [32, 80], "fig": [26, 74], "figsiz": [26, 74], "file": [19, 20, 22, 23, 25, 28, 32, 33, 34, 37, 40, 41, 67, 68, 70, 71, 73, 76, 80, 81, 82, 85, 88, 89, 107, 114, 128], "fill_valu": [32, 80], "filter": 104, "final": [31, 45, 79, 93], "find": [32, 45, 80, 93, 119, 120, 121, 126], "findiff_t": [100, 101, 102], "findiff_z": [100, 101, 102], "fine": [32, 80], "finit": [101, 102], "finite_differ": 101, "fire": [32, 80], "first": [31, 32, 79, 80, 99, 120, 121], "fit": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "fix": [26, 74, 99, 104, 107, 109, 111, 115, 116, 118, 121], "flag": [31, 32, 79, 80], "flavor": [24, 72], "float": [32, 80, 112], "float64": [32, 80, 97], "flow": 109, "flowrat": 109, "folder": [19, 45, 67, 93], "follow": [0, 17, 18, 19, 20, 21, 22, 24, 25, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 67, 68, 69, 70, 72, 73, 76, 79, 80, 81, 82, 85, 86, 87, 88, 89, 94, 98, 99, 100, 101, 102, 107, 108, 117, 128], "foral": [117, 120], "forc": [32, 80], "forcier": [17, 65], "form": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 109], "format": [31, 79, 106, 121], "formatt": [45, 93], "formul": [107, 109], "formula": [31, 79], "fortran": [98, 99, 100, 101, 102, 107, 108], "found": [98, 99, 100, 101, 102, 104, 107, 108], "foundat": [20, 68], "four": 109, "frac": [108, 109], "framework": [98, 99, 100, 101, 102, 107, 108], "free": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "from": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 26, 28, 32, 33, 34, 37, 38, 39, 40, 41, 45, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 74, 76, 80, 81, 82, 85, 86, 87, 88, 89, 93, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 117, 120, 121, 127], "frustrat": [32, 80], "full": [20, 68], "fullnam": [42, 43, 44, 90, 91, 92], "function": [24, 29, 32, 72, 77, 80, 98, 99, 100, 101, 102, 107, 108, 112, 119, 120, 121], "fundament": 127, "furnish": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "further": 109, "futur": 119, "g": [32, 80, 107, 112, 125], "gdp": [104, 127], "gener": [45, 93, 104], "geq": [107, 108, 120, 121], "gerard": [32, 80], "get": [24, 25, 72, 73, 107, 112, 128], "get_variable_ord": 99, "getmask": [32, 80], "git": [45, 93], "gitcdn": [31, 79], "github": [98, 99, 100, 101, 102, 107, 108], "gitlab": [31, 79], "give": [23, 32, 71, 80], "given": [104, 109, 120, 121], "global": [30, 78], "glp": 104, "glpk": [104, 111, 117, 118, 119, 120, 121], "glpsol": 104, "gm": 104, "gmail": [27, 33, 36, 40, 75, 81, 84, 88], "gmol": 109, "go": [23, 31, 45, 71, 79, 93], "goal": [109, 121], "goessner": [31, 79], "gone": [31, 79], "good": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "got": [32, 80], "govern": [0, 48], "gradient": [98, 99, 100, 101, 102, 107, 108], "grammar": [35, 83], "granger": [38, 86], "grant": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "group": 127, "guid": [26, 74], "g\u00f6ssner": [31, 79], "h": [100, 102, 121], "h_": 121, "h_neg": 121, "h_po": 121, "ha": [31, 32, 79, 80], "hackebeil": 125, "hagen": 121, "hall": 125, "halt_on_ampl_error": 107, "hammer": [111, 112, 113, 114, 115, 116, 117, 119, 120], "hand": [45, 93], "happen": 115, "hard": 114, "hardcod": 114, "harlingen": 118, "hart": 125, "hasattr": 107, "haugen": 125, "have": [25, 31, 32, 33, 73, 79, 80, 81, 106, 128], "have_sys_un_h": [47, 95], "head": [31, 79], "header": 114, "hedg": 125, "help": [24, 72, 108], "helper": [45, 93], "here": [24, 26, 29, 32, 45, 72, 74, 77, 80, 93, 99, 104, 115, 116, 126], "herebi": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "hessian": [98, 99, 100, 101, 102, 107, 108], "hetting": [20, 68], "heurist": 125, "hex": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "highlight": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "hint": 107, "histori": [45, 93], "hold": [120, 121], "holder": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "holdgraf_evidence_2014": [24, 72], "home": 104, "hot": [26, 74], "houston": 118, "how": [23, 25, 29, 32, 45, 71, 73, 77, 80, 93, 107, 128], "howev": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 116], "href": [31, 79], "hsl": [98, 99, 100, 101, 102, 107, 108], "html": [26, 31, 74, 79], "http": [20, 27, 31, 32, 33, 68, 75, 79, 80, 81, 98, 99, 100, 101, 102, 104, 107, 108], "i": [0, 1, 17, 18, 19, 21, 22, 23, 25, 26, 28, 29, 30, 31, 32, 33, 35, 37, 38, 39, 40, 41, 45, 46, 47, 48, 49, 65, 66, 67, 69, 70, 71, 73, 74, 76, 77, 78, 79, 80, 81, 83, 85, 86, 87, 88, 89, 93, 94, 95, 97, 98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120, 121, 127, 128], "i0": 121, "i_": 121, "i_neg": 121, "i_po": 121, "id": [31, 79], "ida": [98, 99, 100, 101, 102, 107, 108], "idea": [32, 80], "ident": [31, 79], "identifi": [32, 80], "idx": [29, 77, 99], "ii": [26, 74], "iki": [41, 89], "illinoi": [33, 81], "imag": [26, 74], "implement": [1, 19, 20, 31, 32, 35, 41, 49, 67, 68, 79, 80, 83, 89, 117], "impli": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "import": [19, 26, 32, 67, 74, 80, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "importerror": [19, 67], "improv": [32, 80], "incident": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "includ": [0, 17, 18, 20, 21, 22, 25, 26, 28, 32, 33, 34, 35, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 73, 74, 76, 80, 81, 82, 83, 85, 86, 87, 88, 89, 94, 128], "increas": 113, "increasingli": [32, 80], "index": [104, 109, 111, 114, 115, 116, 118], "index_col": 114, "indic": [32, 41, 80, 89, 120, 121], "indicator_var": 104, "indirect": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "inequ": [98, 99, 100, 101, 102, 107, 108], "inexperi": [32, 80], "inf": [32, 80, 104, 111, 115, 116], "inf_du": [98, 99, 100, 101, 102, 107, 108], "inf_pr": [98, 99, 100, 101, 102, 107, 108], "infeas": [98, 99, 100, 101, 102, 107, 108], "info": [29, 77], "inform": [23, 25, 26, 32, 45, 71, 73, 74, 80, 93, 98, 99, 100, 101, 102, 107, 108, 128], "inherit": [19, 67], "ini": 108, "init": [25, 73, 128], "init_con": [100, 101, 102], "init_con_t": 100, "init_condit": 98, "initi": [32, 80, 98, 99, 100, 102, 104, 107, 108, 109, 119, 121], "initx1": 98, "initx2": 98, "inlin": [24, 31, 72, 79], "innerhtml": [31, 79], "input": [24, 32, 72, 80], "insert": [24, 72, 97, 104], "insid": [19, 67], "inspir": [4, 52], "instal": [31, 79], "instanc": [32, 80], "instead": [32, 80, 114, 115, 117], "institut": [98, 99, 100, 101, 102, 107, 108], "instruct": [25, 73, 128], "int_cut": 120, "integ": 104, "integr": [27, 75, 99], "interact": [26, 74], "interest": [32, 80], "internation": [45, 93], "interrupt": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "invalid": [31, 79], "inventori": 121, "inventory_rul": 121, "investig": [31, 79], "involv": [32, 80], "io": [45, 93], "ion": [26, 74], "ipopt": [98, 99, 100, 101, 102, 106, 107, 108, 109, 115], "ipynb": [24, 72], "isaac": [40, 88], "isaacmus": [40, 88], "issu": [32, 80], "item": [44, 92, 111, 112, 113, 114, 117, 119, 120], "item_benefit": 119, "iter": [98, 99, 100, 101, 102, 106, 107, 108, 120], "its": [0, 18, 20, 21, 32, 33, 35, 38, 39, 45, 48, 66, 68, 69, 80, 81, 83, 86, 87, 93], "itself": [30, 78], "j": [29, 30, 77, 78, 97, 100, 104, 117, 125], "jacobian": [98, 99, 100, 101, 102, 107, 108], "javascript": [31, 79], "jeff": [17, 65], "jonathan": [36, 84], "journal": 125, "jq_": 117, "json": [45, 93], "julia": [31, 79], "jupyt": [24, 25, 26, 72, 73, 74, 126, 128], "jupyterbook": [24, 72, 127], "jupytext": [25, 73, 128], "just": [24, 32, 72, 80], "k": [33, 81, 100, 125], "k1": [99, 109], "k2": [99, 109], "k3": 109, "k_": 109, "katex": [31, 79], "keep": [26, 32, 74, 80, 121], "kei": [98, 99, 104, 109, 111, 115, 116, 118], "kellei": [38, 86], "kenneth": [17, 65], "kernel": [25, 73, 128], "kevin": [33, 81], "kevinsheppard": [33, 81], "kim": [21, 69], "kind": [20, 22, 24, 28, 33, 34, 37, 40, 68, 70, 72, 76, 81, 82, 85, 88], "kinemat": 99, "kinet": 99, "kjetil": 125, "knapsack": [114, 115, 119, 120], "knapsack_data": 114, "know": [45, 93], "knowledg": 127, "known": [109, 120, 121], "kramdown": [31, 79], "kt": [31, 79], "kwd": 107, "l": [98, 99, 100, 101, 102, 107, 108, 120, 125], "la": 118, "la_": [26, 74], "lab": 127, "label": [99, 100, 101, 102], "laboratori": [0, 48], "lagrang": [99, 101], "lagrangian": [98, 99, 100, 101, 102, 107, 108], "laird": 125, "lalr": [35, 83], "languag": [24, 45, 72, 93], "larg": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 98, 99, 100, 101, 102, 107, 108, 109], "larger": [35, 83], "last": 107, "later": [32, 80], "latex": [27, 28, 75, 76], "latexcodec": [27, 28, 75, 76], "lc_messag": [45, 93], "learn": [32, 80, 108], "least": [32, 80], "legend": [26, 74, 99, 100, 101, 102], "len": 97, "lenght": 104, "length": 104, "lengthub": 104, "leq": [98, 117, 121], "let": [25, 31, 73, 79, 99, 120, 128], "level": [29, 77], "lex": [35, 83], "lexer": [27, 28, 75, 76], "lg": [98, 99, 100, 101, 102, 107, 108], "liabil": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "liabl": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "lib": [104, 107], "librari": [98, 99, 100, 101, 102, 104, 107, 108], "licenc": [41, 89], "licens": [20, 21, 38, 40, 68, 69, 86, 88, 98, 99, 100, 101, 102, 107, 108], "light": [2, 16, 50, 64], "like": [24, 25, 29, 32, 45, 72, 73, 77, 80, 93, 119, 128], "limit": [0, 17, 18, 20, 21, 22, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94], "line": [24, 25, 26, 32, 45, 72, 73, 74, 80, 93, 104, 107, 128], "line2d": [26, 74], "linear": [98, 99, 100, 101, 102, 107, 108], "link": [31, 32, 79, 80], "linspac": [26, 74], "list": [0, 17, 18, 21, 30, 31, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 78, 79, 80, 81, 86, 87, 89, 94, 98, 99, 101, 104, 107, 117], "lkketangen": 125, "ll": [24, 72], "llc": [0, 48], "load": [30, 78], "loc": [99, 100, 101, 102], "local": [45, 93, 106], "localvarrefer": 104, "locat": [33, 81, 118], "log": [29, 77, 107], "logger": 107, "logical_or": [32, 80], "logicalconstraint": 104, "logspac": [26, 74], "long": 104, "look": 107, "loop": [32, 80, 106, 119, 120], "loss": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "lost": [32, 80], "lot": [24, 26, 72, 74, 125], "lower": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 115, 116, 118], "lp": 104, "lw": [26, 74], "m": [28, 29, 32, 37, 46, 76, 77, 80, 85, 94, 99, 100, 101, 102, 104, 106, 107, 108, 109, 116, 117, 118, 119, 120, 121], "ma27": [98, 99, 100, 101, 102, 107, 108], "machineri": [45, 93], "macro": [31, 79], "made": [32, 80], "magnitud": 121, "mai": [0, 17, 18, 21, 32, 33, 38, 39, 45, 48, 65, 66, 69, 80, 81, 86, 87, 93, 119], "main": [27, 75], "major": [23, 32, 71, 80], "make": [26, 32, 45, 74, 80, 93, 119, 127], "mandatori": [29, 77], "mani": [24, 25, 32, 33, 45, 72, 73, 80, 81, 93, 128], "map": [45, 93], "marchant": [32, 80], "margin": [32, 80], "markdownfil": [25, 73, 128], "markdownit": [31, 79], "markdownitdeflist": [30, 78], "markedli": [24, 72], "marker": [29, 77], "markup": [24, 29, 72, 77], "mask_or": [32, 80], "masked_arrai": [32, 80], "maskedrecord": [32, 80], "master": [31, 79], "match": [29, 77, 104], "materi": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94, 98, 99, 100, 101, 102, 107, 108], "math": [26, 31, 74, 79], "mathbb": [31, 79], "matplotlib": [26, 74, 98, 99, 100, 101, 102], "matplotlibrc": [32, 80], "matrix": 100, "matthia": [27, 28, 37, 46, 75, 76, 85, 94], "max": [39, 87, 104, 117], "max_": 117, "maxim": [109, 111, 112, 113, 114, 115, 116, 117, 119, 120], "maximum": 121, "maxlength": 104, "mb": 104, "mbox": [26, 74], "md": [24, 25, 29, 30, 31, 72, 73, 77, 78, 79, 128], "me": [29, 32, 77, 80], "mea": 98, "mean": [26, 31, 74, 79], "meas_tim": 99, "measur": [32, 80, 98], "medium": [26, 74], "member": 104, "memori": 104, "memphi": 118, "mentat": [41, 89], "merchant": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "merg": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "messag": [45, 93], "met": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "meta": [31, 79, 125], "method": [32, 80], "michael": [27, 75], "might": [32, 80, 107], "mimic": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 32, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 80], "min": [31, 38, 79, 86, 98, 104, 109, 121], "min_": [107, 108], "minim": [104, 106], "minlp": 104, "mip": 104, "miss": [32, 80], "mit": [29, 30, 31, 40, 77, 78, 79, 88], "mo": [45, 93], "mode": [31, 79], "model": [98, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 125], "modif": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94], "modifi": [19, 20, 22, 28, 31, 33, 34, 37, 40, 45, 67, 68, 70, 76, 79, 81, 82, 85, 88, 93], "modul": [19, 30, 32, 33, 44, 67, 78, 80, 81, 92], "mol": 109, "mole": 109, "more": [3, 19, 20, 23, 25, 26, 27, 32, 45, 51, 67, 68, 71, 73, 74, 75, 80, 93, 98, 99, 100, 101, 102, 107, 108, 127, 128], "moreov": [24, 32, 72, 80], "most": [24, 32, 35, 72, 80, 83, 107], "move": [32, 80], "mr_": [32, 80], "mrecord": [32, 80], "msg": [45, 93], "mu": [98, 99, 100, 101, 102, 107, 108], "much": 109, "multi": 121, "multipl": [45, 93, 117], "mump": 107, "murraybj": 104, "muse": [40, 88], "must": [0, 17, 18, 19, 21, 24, 33, 38, 39, 41, 46, 48, 65, 66, 67, 69, 72, 81, 86, 87, 89, 94, 98, 99, 100, 101, 102, 107, 108], "mutabl": [104, 119], "my": [32, 45, 80, 93], "myself": [32, 80], "mysim": 99, "n": [26, 29, 74, 77, 107, 117], "na0003525": [0, 48], "name": [0, 17, 18, 19, 21, 29, 33, 38, 39, 45, 48, 65, 66, 67, 69, 77, 81, 86, 87, 93, 107, 118], "namespac": [19, 67], "nan": [32, 80], "nation": [0, 48], "nativ": [31, 79, 109], "ncp": [98, 99, 101], "ndarrai": [32, 80], "need": [25, 32, 73, 80, 119, 128], "neglig": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "neither": [0, 18, 21, 33, 38, 39, 48, 66, 69, 81, 86, 87], "nest": [29, 77], "net": [41, 89], "never": [32, 80], "new": [45, 93, 117], "new_ma": [32, 80], "newlin": [31, 79], "nfe": [98, 99, 101], "nicholson": 125, "nlp": [98, 99, 100, 101, 102, 107, 108], "node": [29, 30, 77, 78], "nomask": [32, 80], "non": [32, 80, 104, 107], "none": [104, 107, 108, 109, 111, 115, 116], "noninfring": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "nonlinear": [98, 99, 100, 101, 102, 106, 107, 108, 127], "nonnegativeinteg": 104, "nonnegativer": [104, 119, 121], "nonzero": [98, 99, 100, 101, 102, 107, 108], "nooverlap": 104, "nooverlap_disjunct": 104, "nooverlap_xor": 104, "nor": [0, 18, 21, 33, 38, 39, 48, 66, 69, 81, 86, 87], "normal": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 107], "notabl": [32, 35, 80, 83], "note": [20, 24, 68, 72, 107, 108, 112, 121], "notebook": [24, 72], "noth": [19, 31, 67, 79], "notic": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "now": [31, 32, 45, 79, 80, 93, 99, 117, 121], "np": [26, 74, 97], "npm": [29, 30, 31, 77, 78, 79], "num_warehous": 118, "number": [31, 79, 98, 99, 100, 101, 102, 107, 108, 120], "numcolloc": 100, "numer": [32, 80, 106, 107, 109], "numfinelem": 100, "numpi": [26, 74, 97], "numpoint": [99, 102], "numpydocstr": [41, 89], "nyc": 118, "o": [32, 80, 98, 99, 100, 101, 102, 107, 108, 114, 115], "obj": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "obj_rul": [107, 108, 116, 117, 119, 120, 121], "object": [32, 80, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "obtain": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "occur": 107, "odict": [20, 68], "off": [23, 24, 25, 71, 72, 73, 128], "often": [33, 81, 120], "old": [32, 80], "old_ma": [32, 80], "oliph": [32, 80], "one": [19, 24, 32, 67, 72, 80], "one_per_cust": 118, "ones": 108, "onli": [32, 47, 80, 95, 98, 99, 100, 101, 102, 107, 108, 120, 121], "onto": [45, 93], "open": [29, 77, 98, 99, 100, 101, 102, 107, 108], "openpyxl": [20, 34, 68, 82, 114], "opensourc": [20, 68], "oper": [32, 80, 125], "opt": [107, 111, 112, 113, 114, 115, 116, 117, 119, 120], "opt_success": [111, 112, 113, 114, 115, 116], "optim": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 113, 119, 120, 121, 125, 127], "option": [29, 32, 77, 80, 107], "optsolv": 107, "order": [99, 104, 107, 121], "orderedscalarset": 104, "org": [20, 24, 31, 32, 68, 72, 79, 80, 98, 99, 100, 101, 102, 104, 107, 108], "origin": [17, 20, 27, 32, 33, 45, 65, 68, 75, 80, 81, 93, 108], "orthogon": 98, "other": [0, 17, 18, 20, 21, 22, 25, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 73, 76, 81, 82, 85, 86, 87, 88, 89, 94, 107, 128], "otherwis": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "our": [45, 93, 109, 121], "out": [0, 17, 18, 20, 21, 22, 23, 26, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 71, 74, 76, 79, 80, 81, 82, 85, 86, 87, 88, 89, 94, 109], "outlet": 109, "output": [25, 29, 73, 77, 107, 128], "output_str": 120, "over": 109, "overal": [98, 99, 100, 101, 102, 107, 108], "overlap": 104, "overlap_pair": 104, "overview": [24, 72], "own": [19, 67], "owner": [0, 17, 46, 48, 65, 94], "ox": [33, 81], "p": [29, 77, 97, 118, 121, 125], "p1": 98, "p2": 98, "p_": 98, "packag": [19, 27, 30, 45, 67, 75, 78, 93, 99, 104, 107], "page": [23, 24, 25, 30, 32, 71, 72, 73, 78, 80, 128], "pair": 104, "pallet": [18, 66], "panda": 114, "pandoc": [30, 78], "paper": [98, 99, 100, 101, 102, 107, 108], "param": [29, 77, 99, 100, 102, 104, 119], "paramet": [104, 109, 121], "pars": [35, 83], "parser": [29, 30, 31, 77, 78, 79], "part": [32, 33, 80, 81, 98, 99, 100, 101, 102, 104, 107, 108, 113, 119], "particular": [0, 17, 18, 20, 21, 22, 23, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 71, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94, 120, 121], "path": [19, 25, 67, 73, 114, 115, 128], "patholog": [31, 79], "paul": [32, 80], "pauli": [41, 89], "pav": [41, 89], "pd": 114, "pder": 97, "per": [32, 80, 121], "perform": [32, 80], "period": 121, "permiss": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88], "permit": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "person": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "peter": [27, 75], "phase": [45, 93], "philipp": [27, 75], "php": 104, "phrase": [45, 93], "pi": [31, 79], "pictur": [32, 80], "pierr": [32, 80], "pkg_resourc": [19, 67], "pkgutil": [19, 67], "place": [32, 80], "planck": [39, 87], "pleas": [32, 80, 104], "plot": [26, 74, 98, 99, 100, 101, 102], "plt": [26, 74, 98, 99, 100, 101, 102], "plugin": [19, 29, 30, 31, 67, 77, 78, 79], "ply": [35, 83], "point": [32, 80, 100, 102, 112, 113], "polyd": 97, "polyv": 97, "portion": [20, 22, 28, 34, 37, 40, 68, 70, 76, 82, 85, 88], "pos_neg": 121, "pos_neg_rul": 121, "posit": [104, 121], "positiver": 109, "possibl": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94, 104], "post": [26, 74], "power": [24, 72], "pprint": [104, 109, 111, 112, 115, 116, 118], "preambl": [19, 67], "preced": [35, 83], "prefil": [32, 80], "prentic": 125, "prepar": [32, 80], "preprocess": 104, "presenc": [25, 73, 128], "present": [32, 80], "preserv": [32, 80], "prettier": [45, 93], "prevent": 120, "previou": 120, "print": [25, 32, 73, 80, 97, 99, 104, 106, 107, 108, 113, 114, 117, 119, 120, 121, 128], "prior": [0, 17, 18, 21, 33, 38, 39, 48, 65, 66, 69, 81, 86, 87], "problem": [32, 80, 104, 106, 107, 108, 111, 115, 118, 119, 120, 121], "process": [31, 79, 98, 99, 100, 101, 102, 107, 108, 125], "procur": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "prod": 121, "prod_ind": 121, "prod_indicator_rul": 121, "produc": [109, 121], "product": [0, 17, 18, 21, 33, 35, 38, 39, 48, 65, 66, 69, 81, 83, 86, 87, 109, 121], "profil": 99, "profit": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "program": [98, 99, 100, 101, 102, 107, 108], "progress": 125, "project": [41, 89, 98, 99, 100, 101, 102, 107, 108], "promot": [0, 17, 18, 21, 33, 38, 39, 48, 65, 66, 69, 81, 86, 87], "prop_cycl": [26, 74], "propag": [32, 80], "properli": [24, 72], "properti": [31, 32, 79, 80], "proposit": 104, "provid": [0, 17, 18, 20, 21, 22, 28, 33, 34, 35, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 83, 85, 86, 87, 88, 89, 94, 121], "pse": [98, 99, 100, 101, 102, 107, 108], "ptmp": 97, "public": [98, 99, 100, 101, 102, 107, 108, 127], "publish": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "purdu": 127, "purpos": [0, 17, 18, 20, 21, 22, 24, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 72, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94], "put": [32, 45, 80, 93], "putmask": [32, 80], "py": [19, 20, 32, 45, 67, 68, 80, 93, 104, 106, 107, 111, 112], "py_": 121, "pybtex": [37, 85], "pydevd_extension_api": [19, 67], "pydevd_plugin": [19, 67], "pydevd_plugin_plugin_nam": [19, 67], "pygment": [1, 49], "pyo": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "pyomo": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 125, 126], "pyomo_jupyter_book": [104, 107], "pyplot": [26, 74, 98, 99, 100, 101, 102], "python": [19, 20, 28, 32, 35, 45, 67, 68, 76, 80, 83, 93, 109, 114, 125], "python3": [104, 107], "pythonpath": [19, 67], "pyzmq": [47, 95], "q": 117, "q_": 117, "qualiti": [107, 108], "quantiti": 109, "quick": [32, 80], "quickli": [32, 80], "r": [31, 36, 79, 84], "r_": [32, 80], "radau": [99, 100, 101], "radziej": [27, 75], "ragan": [38, 86], "rais": [32, 80, 107], "ramanujam": [36, 84], "randn": [26, 74], "random": [26, 74], "rang": [26, 74, 97, 100, 101, 102, 106, 117, 119, 120], "rangeset": [100, 102, 121], "ratio": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 104, 109], "raw": [45, 93, 104], "raymond": [20, 68], "rcparam": [26, 32, 74, 80], "react": [31, 79, 109], "reactant": 109, "reaction": 109, "read": [45, 93, 104], "read_excel": 114, "real": [104, 118], "realiz": [32, 80], "realli": [32, 80], "rebuild": 119, "rec_pairs_filt": 104, "recarrai": [32, 80], "recent": 107, "recip": [27, 75], "recoveri": [35, 83], "rectangl": 104, "redefin": 104, "redistribut": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "refer": [24, 72, 127], "referenceto": 104, "reformul": 108, "regexp": [31, 79], "reggi": [32, 80], "regist": [19, 67], "regular": [24, 31, 32, 72, 79, 80], "regularli": [32, 80], "reimplement": 116, "reitz": [17, 65], "rel": [31, 79], "relationship": 121, "relax": 104, "relaxeddisjunct": 104, "releas": [20, 68, 98, 99, 100, 101, 102, 107, 108], "rememb": [32, 80], "remov": [31, 79, 120], "renam": [45, 93], "render": [24, 29, 30, 31, 72, 77, 78, 79], "repositori": [45, 93], "repres": 121, "reproduc": [0, 17, 18, 21, 26, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 74, 80, 81, 86, 87, 89, 94], "request": [31, 79], "requir": [29, 30, 31, 32, 77, 78, 79, 80], "research": [125, 127], "reserv": [0, 17, 21, 33, 38, 39, 41, 46, 48, 65, 69, 81, 86, 87, 89, 94], "resolv": [107, 108, 119], "rest": [25, 73, 128], "restrict": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "result": [32, 80, 98, 99, 100, 101, 102, 107, 108, 121, 127], "result_obj": [117, 119, 120], "retain": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "return": [29, 32, 77, 80, 98, 99, 100, 101, 102, 104, 106, 107, 108, 116, 117, 118, 119, 120, 121], "rewrit": [32, 80], "rg": [98, 99, 100, 101, 102, 107, 108], "rid": [32, 80], "right": [0, 17, 20, 21, 22, 28, 31, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 68, 69, 70, 76, 79, 81, 82, 85, 86, 87, 88, 89, 94], "rl": [98, 99, 100, 101, 102, 107, 108], "ro": [100, 101, 102], "robust": [27, 75], "ronach": [17, 65], "root": [19, 67], "root_directori": [19, 67], "rosenbrock": 106, "rosenbrock_script_loop": 106, "rotat": 104, "row": [97, 104], "rr": [31, 79], "rubric": [44, 92], "rule": [35, 83, 98, 99, 100, 101, 102, 106, 107, 108, 117, 119, 120, 121], "run": [25, 45, 73, 93, 98, 99, 100, 101, 102, 107, 108, 128], "s_": 120, "sale": [98, 99, 100, 101, 102, 107, 108], "same": [24, 29, 32, 72, 77, 80, 117], "sampl": [23, 26, 71, 74], "sandbox": [32, 80], "sandia": [0, 48, 127], "sasha": [32, 80], "save": [29, 30, 77, 78], "saw": [118, 119], "scalar": 116, "scale": [98, 99, 100, 101, 102, 104, 107, 108], "scheme": [99, 101, 109], "scientif": [98, 99, 100, 101, 102, 107, 108], "scientist": [31, 79], "scikit": [32, 80], "scipi": [32, 80, 99], "scratch": 121, "screwdriv": [111, 112, 113, 114, 115, 116, 117, 119, 120], "script": [30, 31, 32, 45, 78, 79, 80, 93], "sec": [98, 99, 100, 101, 102, 104, 107, 108], "second": [120, 125], "secquoia": 127, "section": [32, 80], "see": [20, 23, 24, 25, 26, 29, 30, 32, 41, 45, 68, 71, 72, 73, 74, 77, 78, 80, 89, 93, 98, 99, 100, 101, 102, 107, 108, 112, 128], "seed": [26, 74], "select": [32, 45, 80, 93, 111, 112, 113, 114, 117, 120], "self": [32, 80, 107], "sell": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "sens": [104, 106, 109, 111, 112, 113, 114, 115, 116, 117, 119, 120], "seri": [32, 80], "serv": [24, 72], "servic": [0, 17, 18, 21, 33, 38, 39, 41, 45, 46, 48, 65, 66, 69, 81, 86, 87, 89, 93, 94], "set": [31, 32, 79, 80, 99, 104, 109, 120], "setup": 121, "sever": [106, 108], "shall": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "share_mask": [32, 80], "sheet_nam": 114, "sheppard": [33, 81], "shibukawa": [22, 70], "short": [45, 93], "shortag": 121, "should": [25, 29, 45, 73, 77, 93, 112, 128], "shouldn": [32, 80], "show": [23, 24, 25, 32, 71, 72, 73, 80, 98, 99, 100, 101, 102, 128], "shown": [108, 112, 114, 121], "sign": [26, 74], "signatur": 104, "siirola": 125, "similar": [24, 72], "simpl": [24, 27, 31, 72, 75, 79], "simple_plot": [32, 80], "simpler": [27, 75], "simplex": 104, "simplifi": [31, 79], "simul": [99, 125], "sinc": [20, 68, 106, 109], "singl": [109, 116], "site": [104, 107], "size": [104, 109, 111, 115, 116, 118, 125], "skip": [100, 102], "slender": [36, 84], "slide": [114, 118, 119], "slight": [24, 72], "slow": [32, 80], "slower": [32, 80], "small": [23, 24, 71, 72, 107, 109], "smodin": [45, 93], "so": [20, 22, 25, 28, 31, 32, 33, 34, 37, 40, 45, 68, 70, 73, 76, 79, 80, 81, 82, 85, 88, 93, 128], "societi": [39, 87], "softwar": [0, 17, 18, 21, 22, 28, 33, 37, 38, 39, 40, 46, 48, 65, 66, 69, 70, 76, 81, 85, 86, 87, 88, 94], "solut": [0, 48, 98, 99, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 117, 119, 120], "solv": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "solve_completion_tim": 107, "solver": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 115, 121], "solverfactori": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "some": [17, 23, 24, 26, 32, 35, 65, 71, 72, 74, 80, 83, 108], "someth": 120, "sort": [98, 99], "sourc": [0, 17, 18, 21, 38, 39, 41, 46, 48, 65, 66, 69, 86, 87, 89, 94, 98, 99, 100, 101, 102, 107, 108, 114], "space": [109, 120], "span": [24, 72], "special": [0, 17, 18, 21, 24, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 72, 80, 81, 86, 87, 89, 94], "specif": [0, 17, 18, 21, 24, 33, 38, 39, 48, 65, 66, 69, 72, 81, 86, 87], "specifi": [29, 77, 104, 119], "speed": [32, 80], "sphinx": [24, 45, 46, 72, 93, 94], "sphinx_book_them": [45, 93], "sphinxcontrib": [46, 94], "spitzer": [27, 75], "split": [45, 93], "spoiler": [29, 77], "springer": 125, "sqrt": 107, "src": [31, 45, 79, 93], "stale": [104, 109, 111, 115, 116, 118], "stand": [24, 72], "standard": [35, 83], "start": [19, 24, 25, 32, 67, 72, 73, 80, 108, 128], "starter": [24, 72], "state": [26, 74, 109], "static": [45, 93], "stb": [45, 93], "steadi": 109, "stefan": [31, 41, 79, 89], "step": [32, 80, 104], "sticki": [31, 79], "still": [20, 32, 68, 80, 107], "stochast": 125, "store": [24, 32, 72, 80, 121], "stori": [32, 80], "str": [97, 99, 107, 120], "strang": 107, "strict": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "strip_ends_after_last_rec": 104, "stripwidth": 104, "structur": [19, 23, 24, 67, 71, 72], "student": [31, 79], "style": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 46, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 94], "stylesheet": [31, 79], "subarrai": [32, 80], "subclass": [32, 80], "subject": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "sublicens": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "subplot": [26, 74], "substanti": [20, 22, 28, 32, 34, 37, 40, 68, 70, 76, 80, 82, 85, 88], "substitut": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "success": [29, 77], "suffici": 109, "suggest": [32, 80], "suit": [35, 83], "sum": [98, 99, 100, 104, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "summari": [29, 77], "suppli": [31, 79], "support": [25, 31, 35, 45, 47, 73, 79, 83, 93, 95, 128], "sure": [26, 32, 74, 80], "surpris": [32, 80, 117], "surround": 127, "sv": 109, "svn": [32, 80], "sy": [19, 67], "syntax": [1, 24, 30, 49, 72, 78], "system": [30, 47, 78, 95, 98, 99, 100, 101, 102, 107, 108, 109], "t": [26, 31, 32, 74, 79, 80, 98, 99, 100, 101, 102, 107, 108, 117, 121], "t_": 98, "t_i": 98, "t_mea": 98, "tabl": [31, 79], "tag": [29, 30, 77, 78], "tail": [29, 77], "take": [32, 80], "tank": 109, "team": [41, 89], "technic": [98, 99, 100, 101, 102, 107, 108], "technologi": [0, 48], "tee": [98, 99, 100, 101, 102, 104, 107, 108], "tell": 119, "temporari": [32, 80], "term": [0, 20, 48, 68], "test": [31, 32, 79, 80], "tex": [26, 31, 74, 79], "text": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 24, 25, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 72, 73, 128], "than": [20, 32, 68, 80], "thei": [24, 29, 32, 45, 72, 77, 80, 93, 106, 116], "them": [19, 45, 67, 93], "theme": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 45, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 93], "theori": [0, 17, 18, 21, 33, 38, 39, 41, 46, 48, 65, 66, 69, 81, 86, 87, 89, 94], "therefor": 109, "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 31, 32, 33, 37, 38, 39, 40, 41, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 79, 80, 81, 85, 86, 87, 88, 89, 93, 94, 98, 99, 100, 101, 102, 104, 107, 108, 109, 117, 119, 120, 121, 127, 128], "thing": [25, 32, 73, 80, 128], "think": 107, "third": [32, 80], "those": [24, 72, 120], "through": [99, 109], "throw": [31, 79], "tial": 108, "time": [45, 93, 99, 100, 104, 107, 119, 120, 121], "timeseri": [32, 80], "titl": [98, 99], "tm": [31, 79], "tmp": [97, 104], "tmp0j28vhm": 104, "tmp40t_dwqy": 104, "tmp81ict0el": 104, "to_dict": 114, "token": [29, 77], "tolist": 114, "too": 109, "tool": [24, 31, 72, 79], "top": [25, 73, 114, 128], "topic": [23, 71], "tort": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "total": [98, 99, 100, 101, 102, 107, 108, 112, 113, 114, 117], "total_length": 104, "total_weight": [112, 113, 114, 117], "towel": [111, 112, 113, 114, 115, 116, 117, 119, 120], "traceback": 107, "transform": 104, "transformationfactori": [98, 99, 101, 104], "transformedconstraint": 104, "travi": [32, 80], "treat": [25, 73, 128], "tree": 104, "tri": [32, 80], "triangular": 104, "trim": [29, 77], "troffa": [27, 28, 37, 46, 75, 76, 85, 94], "true": [29, 32, 47, 77, 80, 95, 98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 115, 116, 119], "try": [19, 31, 32, 67, 79, 80], "tr\u00f6ger": [27, 75], "tsim": 99, "tutori": [112, 114, 119], "two": [24, 25, 32, 41, 72, 73, 80, 89, 120, 128], "type": [23, 32, 45, 71, 80, 93, 117], "u": [0, 48], "ub": 104, "ufunc": [32, 80], "uk": [33, 81, 98, 99, 100, 101, 102, 107, 108], "uncom": [32, 80], "under": [0, 31, 33, 41, 48, 79, 81, 89, 98, 99, 100, 101, 102, 107, 108, 109], "underlin": [42, 43, 44, 90, 91, 92], "underrightarrow": 109, "underscor": [31, 79], "understand": [25, 32, 73, 80, 128], "understood": [32, 80], "underwai": [32, 80], "undesir": 109, "unfortun": [32, 80], "unindexedcomponent_referenceset": 104, "unit": 121, "univers": [33, 81, 127], "unix": [47, 95], "unless": [41, 89], "unpickl": [32, 80], "unpleas": [32, 80], "unscal": [98, 99, 100, 101, 102, 107, 108], "until": [32, 80], "up": [32, 80, 107], "updat": [32, 80, 104], "upper": [98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 115, 116, 118], "upperbound": 104, "upward": [32, 80], "us": [0, 17, 18, 20, 21, 22, 24, 25, 28, 29, 33, 34, 35, 37, 38, 39, 40, 41, 45, 46, 48, 65, 66, 68, 69, 70, 72, 73, 76, 77, 81, 82, 83, 85, 86, 87, 88, 89, 93, 94, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 112, 116, 119, 120, 121, 128], "user": [31, 32, 79, 80, 107, 119], "utf": [31, 79], "util": [29, 77], "v": [7, 9, 55, 57, 99, 109], "v2": [29, 30, 77, 78], "v5": [29, 30, 77, 78], "v_": 117, "valid": [29, 77], "valu": [32, 45, 80, 93, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 120, 121, 127], "valuabl": 119, "valueerror": [32, 80], "van": [41, 89, 109], "var": [29, 30, 77, 78, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "vari": 106, "variabl": [98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 112, 117, 120, 121], "variat": [24, 72], "variou": [27, 45, 75, 93], "varord": 99, "ve": [45, 93], "veloc": 109, "venv": [104, 107], "veri": [27, 35, 75, 83, 108], "verifi": [31, 79], "verlag": 125, "version": [20, 32, 68, 80, 98, 99, 100, 101, 102, 107, 108], "view": [31, 32, 79, 80], "violat": [98, 99, 100, 101, 102, 107, 108], "virtanen": [41, 89], "visit": [98, 99, 100, 101, 102, 107, 108], "vode": 99, "vol": 125, "volum": 109, "volumetr": 109, "vscode": [5, 6, 8, 10, 11, 12, 13, 14, 15, 31, 53, 54, 56, 58, 59, 60, 61, 62, 63, 79], "vuss": 109, "w": [32, 80, 98, 99, 100, 101, 102, 107, 108, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 125], "w_": 117, "w_max": [111, 112, 113, 114, 115, 116, 117, 119, 120], "wa": [32, 41, 80, 89, 98, 99, 100, 101, 102, 107, 108], "wai": [0, 17, 18, 21, 32, 33, 38, 39, 41, 46, 48, 65, 66, 69, 80, 81, 86, 87, 89, 94, 98, 108, 117], "walt": [41, 89], "want": [26, 32, 74, 80, 120], "warehous": 118, "warehouse_act": 118, "warn": [29, 77, 104], "warranti": [0, 17, 18, 20, 21, 22, 28, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 76, 81, 82, 85, 86, 87, 88, 89, 94], "watson": 125, "wcag": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "we": [32, 45, 80, 93, 99, 106, 107, 109, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "websit": 126, "weight": [112, 113, 114, 117, 119], "weight_con": [111, 112, 113, 114, 115, 116, 117, 120], "weight_con_rul": [116, 117, 120], "weight_rul": 119, "well": [23, 26, 32, 35, 71, 74, 80, 83, 121], "went": [32, 80], "were": [20, 32, 45, 68, 80, 93, 104, 127], "wglp": 104, "what": [32, 80, 107, 108, 111, 113, 115], "when": [24, 25, 32, 45, 72, 73, 80, 93, 108, 113, 119, 128], "where": [31, 79, 120], "wherea": [24, 72], "whether": [0, 17, 18, 20, 21, 22, 24, 28, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 68, 69, 70, 72, 76, 80, 81, 82, 85, 86, 87, 88, 89, 94], "which": [25, 27, 31, 32, 35, 73, 75, 79, 80, 83, 104, 108, 111, 120, 128], "while": [32, 80, 104, 121], "whom": [20, 22, 28, 33, 34, 37, 40, 68, 70, 76, 81, 82, 85, 88], "whose": 120, "why": [31, 32, 79, 80, 108, 115], "width": 104, "wiki": [32, 80], "window": [30, 78], "wish": [32, 80], "within": [31, 79, 98, 99, 100, 101, 102, 104, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120], "without": [0, 17, 18, 19, 20, 21, 22, 28, 30, 32, 33, 34, 37, 38, 39, 40, 41, 46, 48, 65, 66, 67, 68, 69, 70, 76, 78, 80, 81, 82, 85, 86, 87, 88, 89, 94, 104, 119], "wl": 118, "wonder": [32, 80], "woodruff": 125, "word": [45, 93], "work": [17, 26, 28, 31, 32, 65, 74, 76, 79, 80, 99], "workaround": [31, 79], "workshop": 126, "worth": [32, 80], "would": [32, 80, 113, 119, 120], "wouldn": [32, 80], "wrench": [111, 112, 113, 114, 115, 116, 117, 119, 120], "wrench_benefit": 119, "write": [24, 25, 32, 72, 73, 80, 104, 106, 119, 120, 121, 128], "writer": [20, 68], "written": [0, 17, 18, 21, 24, 25, 33, 38, 39, 48, 65, 66, 69, 72, 73, 81, 86, 87, 104, 128], "wrote": [27, 75], "wrt": 98, "www": [20, 32, 33, 68, 80, 81, 98, 99, 100, 101, 102, 107, 108], "x": [32, 80, 98, 104, 106, 107, 108, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], "x1": 98, "x12": 104, "x1_mea": 98, "x1dot": 98, "x1dotcon": 98, "x2": 98, "x2dot": 98, "x2dotcon": 98, "x_": [98, 117, 120, 121], "x_init": 106, "x_integ": 117, "x_integer_rul": 117, "x_soln": 106, "xlabel": [98, 99, 100, 101, 102], "xlsx": 114, "xor": 104, "xyz": [31, 79], "y": [31, 32, 79, 80, 104, 106, 107, 108, 118, 121], "y_": 121, "y_bound": 104, "y_init": 106, "y_soln": 106, "yacc": [35, 83], "ye": [32, 80, 107, 112, 113, 114], "yet": [31, 35, 79, 83, 104], "yield": 98, "ylabel": [98, 99], "yoshiki": [22, 70], "you": [23, 24, 25, 26, 29, 30, 32, 45, 71, 72, 73, 74, 77, 78, 80, 93, 107, 108, 128], "your": [19, 24, 25, 26, 31, 32, 67, 72, 73, 74, 79, 80, 128], "z": [100, 101, 102], "za": [41, 89], "zdot": [100, 101, 102], "zero": [32, 80, 104, 107]}, "titles": ["LICENSE", "A11Y Dark", "A11Y High Contrast Dark", "A11Y High Contrast Light", "A11Y Light", "Blinds Dark", "Blinds Light", "Github Dark", "Github Dark Colorblind", "Github Dark High Contrast", "Github Light", "Github Light Colorblind", "Github Light High Contrast", "Gotthard Dark", "Gotthard Light", "Greative", "Pitaya Smoothie", "<no title>", "<no title>", "<no title>", "This software is under the MIT Licence", "<no title>", "The MIT License (MIT)", "Welcome to your Jupyter Book", "Markdown Files", "Notebooks with MyST Markdown", "Content with notebooks", "<no title>", "<no title>", "markdown-it-container", "markdown-it-deflist", "markdown-it-texmath", "A guide to masked arrays in NumPy", "NCSA Open Source License", "This software is under the MIT Licence", "<no title>", "Authors", "<no title>", "<no title>", "<no title>", "<no title>", "License for Sphinx", "<no title>", "<no title>", "<no title>", "Translation workflow", "<no title>", "<no title>", "LICENSE", "A11Y Dark", "A11Y High Contrast Dark", "A11Y High Contrast Light", "A11Y Light", "Blinds Dark", "Blinds Light", "Github Dark", "Github Dark Colorblind", "Github Dark High Contrast", "Github Light", "Github Light Colorblind", "Github Light High Contrast", "Gotthard Dark", "Gotthard Light", "Greative", "Pitaya Smoothie", "<no title>", "<no title>", "<no title>", "This software is under the MIT Licence", "<no title>", "The MIT License (MIT)", "Welcome to your Jupyter Book", "Markdown Files", "Notebooks with MyST Markdown", "Content with notebooks", "<no title>", "<no title>", "markdown-it-container", "markdown-it-deflist", "markdown-it-texmath", "A guide to masked arrays in NumPy", "NCSA Open Source License", "This software is under the MIT Licence", "<no title>", "Authors", "<no title>", "<no title>", "<no title>", "<no title>", "License for Sphinx", "<no title>", "<no title>", "<no title>", "Translation workflow", "<no title>", "<no title>", "Dynamic Exercises", "Collocation Matrix", "Parameter Estimation 1", "Parameter Estimation 2", "Small collocation example", "Small Dae Example", "Small Find Diff example", "GDP Exercises", "Strip Packing", "Nonlinear Exercises", "1.1 Alternative Initialization:", "1.2 Evaluation errors:", "1.3 Alternative Formulations:", "1.4 Reactor design problem (Hart et al., 2017; Bequette, 2003):", "Pyomo Fundamentals", "1.1 Knapsack example:", "1.2 Knapsack with improved printing:", "1.3 Changing data:", "1.4 Loading data from Excel:", "1.5 NLP vs MIP:", "2.1 Knapsack problem with rules:", "2.2 Integer formulation of the knapsack problem:", "3.1 Using the decorator notation for rules:", "3.2 Changing Parameter values:", "3.3 Integer cuts:", "3.4 Putting it all together with the lot sizing example: (Hart et al., 2017)", "Exercises 1", "Exercises 2", "Exercises 3", "References", "pyomo_jupyter_book", "Pyomo Workshop", "Notebooks with MyST Markdown"], "titleterms": {"0": [31, 79], "04": [31, 79], "05": [31, 79], "06": [31, 79], "07": [31, 79], "1": [98, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 118, 122], "11": [31, 79], "15": [31, 79], "2": [31, 79, 99, 107, 112, 116, 117, 119, 123], "20": [31, 79], "2003": 109, "2017": [31, 79, 109, 121], "2018": [31, 79], "2019": [31, 79], "27": [31, 79], "3": [31, 33, 79, 81, 108, 113, 118, 119, 120, 121, 124], "4": [31, 79, 109, 114, 121], "5": [31, 79, 115], "6": [31, 79], "A": [32, 80], "The": [22, 70], "To": [45, 93], "a11i": [1, 2, 3, 4, 49, 50, 51, 52], "add": [25, 73, 128], "al": [109, 121], "all": 121, "altern": [106, 108], "an": [25, 73, 128], "api": [29, 77], "arrai": [32, 80], "august": [31, 79], "author": [36, 84], "befor": [32, 80], "bequett": 109, "blind": [5, 6, 53, 54], "block": [26, 74], "book": [23, 71], "browser": [31, 79], "bsd": [33, 81], "cdn": [31, 79], "cell": [25, 73, 128], "chang": [113, 119], "changelog": [31, 79], "citat": [24, 72], "claus": [33, 81], "code": [26, 74], "colloc": [97, 100], "color": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], "colorblind": [8, 11, 56, 59], "compil": [45, 93], "compon": [33, 81], "contain": [29, 77], "content": [26, 32, 74, 80], "contrast": [2, 3, 9, 12, 50, 51, 57, 60], "contributor": [36, 84], "core": [32, 80], "creat": [25, 73, 128], "creator": [36, 84], "cut": 120, "dae": 101, "dark": [1, 2, 5, 7, 8, 9, 13, 49, 50, 53, 55, 56, 57, 61], "data": [113, 114], "decor": 118, "deflist": [30, 78], "depend": [31, 79], "design": 109, "diff": 102, "differ": [32, 80], "direct": [24, 72], "dynam": 96, "error": 107, "estim": [98, 99], "et": [109, 121], "evalu": 107, "exampl": [25, 29, 73, 77, 100, 101, 102, 111, 121, 128], "excel": 114, "exercis": [96, 103, 105, 122, 123, 124], "faq": [31, 79], "featur": [31, 32, 79, 80], "februari": [31, 79], "file": [24, 45, 72, 93], "fill": [32, 80], "find": 102, "formul": [108, 117], "from": 114, "fundament": 110, "gdp": 103, "github": [7, 8, 9, 10, 11, 12, 55, 56, 57, 58, 59, 60], "gotthard": [13, 14, 61, 62], "greativ": [15, 63], "guid": [32, 80], "hart": [109, 121], "high": [2, 3, 9, 12, 50, 51, 57, 60], "histori": [32, 80], "i": [20, 24, 34, 68, 72, 82], "improv": 112, "incorpor": [41, 89], "initi": 106, "instal": [29, 30, 77, 78], "integ": [117, 120], "j": [31, 79], "januari": [31, 79], "jupyt": [23, 71], "knapsack": [111, 112, 116, 117], "learn": [24, 72], "licenc": [20, 34, 68, 82], "licens": [0, 22, 29, 30, 31, 33, 41, 48, 70, 77, 78, 79, 81, 89], "light": [3, 4, 6, 10, 11, 12, 14, 51, 52, 54, 58, 59, 60, 62], "load": 114, "lot": 121, "ma": [32, 80], "main": [32, 80], "markdown": [24, 25, 26, 29, 30, 31, 72, 73, 74, 77, 78, 79, 128], "mask": [32, 80], "maskedarrai": [32, 80], "matplotlib": [32, 80], "matrix": 97, "me": [31, 79], "metadata": [25, 73, 128], "mip": 115, "mit": [20, 22, 34, 68, 70, 82], "more": [24, 72], "myst": [24, 25, 26, 72, 73, 74, 128], "ncsa": [33, 81], "new": [32, 80], "nlp": 115, "node": [31, 79], "nonlinear": 105, "notat": 118, "note": [32, 80], "notebook": [25, 26, 73, 74, 128], "novemb": [31, 79], "numpi": [32, 80], "octob": [31, 79], "open": [33, 81], "optim": [32, 80], "output": [26, 74], "pack": 104, "packag": [32, 80], "paramet": [98, 99, 119], "pitaya": [16, 64], "print": 112, "problem": [109, 116, 117], "process": [32, 80], "put": 121, "pyomo": [110, 127], "pyomo_jupyter_book": 126, "quickli": [25, 73, 128], "reactor": 109, "record": [32, 80], "refer": 125, "revis": [32, 80], "role": [24, 72], "rule": [116, 118], "sampl": [24, 72], "septemb": [31, 79], "should": [32, 80], "show": [31, 79], "size": 121, "small": [100, 101, 102], "smoothi": [16, 64], "softwar": [20, 34, 41, 68, 82, 89], "sourc": [33, 45, 81, 93], "sphinx": [41, 89], "strip": 104, "structur": [45, 93], "texmath": [31, 79], "thank": [32, 80], "thi": [20, 34, 68, 82], "todo": [31, 79], "togeth": 121, "translat": [45, 93], "under": [20, 34, 68, 82], "updat": [45, 93], "us": [30, 31, 32, 78, 79, 80, 118], "v": 115, "valu": 119, "welcom": [23, 71], "what": [24, 72], "workflow": [45, 93], "workshop": 127, "yaml": [25, 73, 128], "your": [23, 71]}}) \ No newline at end of file