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[ TutGator.com ] Udemy - Optimization with Python - Solve Operations Research Problems

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/

Get Bonus Downloads Here.url

0.2 KB

/.../01 - Introduction to the course/

001 Introduction.mp4

14.1 MB

001 Introduction_en.srt

3.5 KB

002 What is optimization.mp4

24.4 MB

002 What is optimization_en.srt

5.9 KB

36258259-Material.pdf

1.7 MB

36258273-Material.pdf

1.7 MB

/.../02 - Installing Python/

001 Installing Python.mp4

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001 Installing Python_en.srt

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002 Packages.mp4

3.0 MB

002 Packages_en.srt

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003 IDE Spyder.mp4

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003 IDE Spyder_en.srt

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004 Jupyter Notebook_Lab.mp4

9.7 MB

004 Jupyter Notebook_Lab_en.srt

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/.../03 - Starting with Python/

001 Lists, Tuples, and Dictionary.mp4

22.2 MB

001 Lists, Tuples, and Dictionary_en.srt

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002 If, For, While.mp4

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002 If, For, While_en.srt

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003 Functions.mp4

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003 Functions_en.srt

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004 Numpy.mp4

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004 Numpy_en.srt

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005 Pandas.mp4

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005 Pandas_en.srt

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006 Pandas_ reading Excel.mp4

27.5 MB

006 Pandas_ reading Excel_en.srt

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007 Graphs.mp4

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007 Graphs_en.srt

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008 PDFs to learn more about Python.html

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32608776-data.xlsx

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32608778-output.xlsx

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32608798-myFile.py

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33101168-ex-function.py

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33101174-ex-numpy.py

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33101176-ex-pandas.py

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33101190-ex-pandas-excel.py

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33101198-ex-graphs.py

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33912962-python-basics.pdf

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33912964-Learn-to-Program-with-Python.pdf

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/.../04 - Introduction to mathematical modelling/

001 What is Mathematical Modelling_.mp4

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001 What is Mathematical Modelling__en.srt

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002 How do we solve optimization problems_.mp4

4.0 MB

002 How do we solve optimization problems__en.srt

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003 Type of Variables.mp4

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003 Type of Variables_en.srt

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004 Objective Function and Constraints.mp4

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004 Objective Function and Constraints_en.srt

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005 How to model your problem_.mp4

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005 How to model your problem__en.srt

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006 Example 1_ investiment.mp4

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006 Example 1_ investiment_en.srt

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007 Example 2_ investiment.mp4

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007 Example 2_ investiment_en.srt

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008 Example 3_ production cost.mp4

32.2 MB

008 Example 3_ production cost_en.srt

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009 Example 4_ route problem.mp4

174.4 MB

009 Example 4_ route problem_en.srt

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010 Example 5_ construction assignment.mp4

32.0 MB

010 Example 5_ construction assignment_en.srt

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011 Example 6_ construction assignment.mp4

21.6 MB

011 Example 6_ construction assignment_en.srt

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012 Example 7_ job assignment.mp4

113.2 MB

012 Example 7_ job assignment_en.srt

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013 Example 8_ job assignment.mp4

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013 Example 8_ job assignment_en.srt

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014 How to Learn More_.mp4

6.8 MB

014 How to Learn More__en.srt

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015 Some references for you learn more (problems of VRPTW, TSP, JobShop...).html

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36020614-ex1-investiment.py

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36020622-ex2-investiment.py

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36020624-ex3-cost-of-production.py

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36020632-ex3-cost-of-production-with-binary.py

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36020638-ex5-construction.py

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36020640-ex6-construction-binary.py

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36020644-ex7-jobs.py

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36020650-ex8-jobs-with-limit.py

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36020652-JobShopSchedulling-Article.pdf

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36020656-JobShopSchedulling-Book.pdf

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36020660-TSP-Book-Chapter.pdf

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36020664-TSP-Simple-Literature-Review.pdf

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36020666-VRPTW.pdf

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36020670-ex4-route.py

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/.../05 - Linear Programming (LP)/

001 LP_ Introduction.mp4

6.6 MB

001 LP_ Introduction_en.srt

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002 Framework and Solvers.mp4

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002 Framework and Solvers_en.srt

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003 LP_ Ortools.mp4

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003 LP_ Ortools_en.srt

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004 LP_ SCIP.mp4

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004 LP_ SCIP_en.srt

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005 LP_ Gurobi, CPLEX, and GLPK (installation).mp4

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005 LP_ Gurobi, CPLEX, and GLPK (installation)_en.srt

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006 LP_ Pyomo (using Gurobi, CPLEX, and GLPK).mp4

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006 LP_ Pyomo (using Gurobi, CPLEX, and GLPK)_en.srt

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007 LP_ PuLP.mp4

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007 LP_ PuLP_en.srt

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008 Which solver and frameworks should we choose_.mp4

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008 Which solver and frameworks should we choose__en.srt

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009 LP_ Exercise, solve it by yourself.mp4

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010 LP_ Concepts.html

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33101210-ex-LP-ortools.py

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33101214-ex-LP-scip.py

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33101230-ex-LP-pyomo.py

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33101240-ex-LP-pulp.py

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33101252-ex-LP-exercise.py

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33907028-0-Mathematical-Programming.pdf

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33907038-1-LP-concepts.pdf

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33907054-2-Duality-Theory.pdf

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/.../05 - Linear Programming (LP)/glpk-4.65/

AUTHORS

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COPYING

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ChangeLog

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Doxyfile

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INSTALL

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Makefile

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Makefile.am

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Makefile.in

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NEWS

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README

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README.md

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THANKS

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aclocal.m4

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autogen.sh

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compile

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config.guess

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config.h.in

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config.sub

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configure

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configure.ac

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depcomp

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doxyfilter

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doxyheader.html

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getlastfragment.awk

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install-sh

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ltmain.sh

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missing

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/.../05 - Linear Programming (LP)/glpk-4.65/doc/

Makefile

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Makefile.in

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cnfsat.pdf

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cnfsat.tex

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glpk-cli.pdf

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glpk-cli.tex

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glpk-java.pdf

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glpk-java.tex

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glpk.pdf

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glpk.tex

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glpk01.tex

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glpk02.tex

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glpk03.tex

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glpk04.tex

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glpk07.tex

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glpk09.tex

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glpk10.tex

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glpk11.tex

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glpk12.tex

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gmpl.pdf

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gmpl.tex

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gmpl_es.pdf

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gmpl_es.tex

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gmpl_pt-BR.pdf

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gmpl_pt-BR.tex

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graphs.pdf

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graphs.tex

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index.sty

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libglpk-java.3

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miplib2.txt

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miplib3.txt

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mybib.bib

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netlib.txt

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npp.txt

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swimlanes.eps

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swimlanes.graphml

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winglpk.pdf

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winglpk.tex

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/.../05 - Linear Programming (LP)/glpk-4.65/doc/cli/css/

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/.../05 - Linear Programming (LP)/glpk-4.65/doc/cli/

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/.../05 - Linear Programming (LP)/glpk-4.65/doc/notes/

gomory.pdf

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keller.pdf

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simplex1.pdf

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/.../05 - Linear Programming (LP)/glpk-4.65/examples/

INDEX

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Makefile.am

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alloy.mps

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assign.mod

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cal.mod

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color.mod

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cpp.mod

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diet.mod

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dist.mod

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egypt.mod

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fctp.mod

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food.mod

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food2.mod

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furnace.mps

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gap.mod

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glpsol.c

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graceful.mod

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graph.mod

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hashi.mod

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icecream.mps

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money.mod

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murtagh.mps

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mvcp.mod

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netgen.c

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numbrix.mod

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pentomino.mod

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plan.lp

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t1.cs

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train.mod

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/.../05 - Linear Programming (LP)/glpk-4.65/examples/LibreOfficeBasic/

README.md

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/.../05 - Linear Programming (LP)/glpk-4.65/examples/c/

glp_error_hook_demo.c

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/.../05 - Linear Programming (LP)/glpk-4.65/examples/cplex/

README

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cplex.c

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/.../05 - Linear Programming (LP)/glpk-4.65/examples/csharp/

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/.../05 - Linear Programming (LP)/glpk-4.65/examples/dbf/

ForestMgt_Model_I_GIS_dbf.mod

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README

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BranchDown.java

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Gmpl.java.orig

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GmplSwing.java

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MinimumCostFlow.java

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IpTaggedObject.hpp

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IpTimedTask.hpp

4.1 KB

IpTimingStatistics.hpp

5.3 KB

IpTypes.hpp

0.7 KB

IpUtils.hpp

3.0 KB

IpVector.hpp

21.4 KB

IpoptConfig.h

0.5 KB

PardisoLoader.h

1.4 KB

/.../Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/

arith.h

0.2 KB

asl.h

38.5 KB

asl_pfg.h

1.3 KB

asl_pfgh.h

1.3 KB

dmumps_c.h

5.0 KB

funcadd.h

15.6 KB

getstub.h

6.8 KB

mpi.h

3.0 KB

mumps_c_types.h

3.2 KB

mumps_compat.h

2.8 KB

nlp.h

5.5 KB

nlp2.h

7.2 KB

opcode.hd

1.3 KB

psinfo.h

9.7 KB

r_opn.hd

0.4 KB

stdio1.h

2.9 KB

/.../Ipopt-3.11.1-win64-intel13.1/lib/

libcoinasl.la

0.8 KB

libcoinasl.lib

934.1 KB

libcoinmumps.la

0.8 KB

libcoinmumps.lib

3.1 MB

libipopt.la

0.8 KB

libipopt.lib

15.3 MB

libipoptamplinterface.la

0.8 KB

libipoptamplinterface.lib

713.5 KB

/.../Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/

coinasl.pc

0.3 KB

coinmumps.pc

0.4 KB

ipopt.pc

0.4 KB

ipoptamplinterface.pc

0.3 KB

/.../Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/

AUTHORS

4.0 KB

LICENSE

11.2 KB

README

0.3 KB

ipopt_addlibs_c.txt

0.3 KB

ipopt_addlibs_cpp.txt

0.3 KB

ipopt_addlibs_f.txt

0.3 KB

/.../09 - Mixed-Integer Nonlinear Programming (MINLP)/

001 MINLP_ Introduction.mp4

1.5 MB

001 MINLP_ Introduction_en.srt

1.2 KB

002 MINLP_ Pyomo (Couenne).mp4

20.3 MB

002 MINLP_ Pyomo (Couenne)_en.srt

3.3 KB

003 MINLP_ Pyomo (decomposition using mindtpy).mp4

16.1 MB

003 MINLP_ Pyomo (decomposition using mindtpy)_en.srt

2.9 KB

004 MINLP_ SCIP.mp4

3.8 MB

004 MINLP_ SCIP_en.srt

1.3 KB

005 MINLP_ Genetic Algorithm.mp4

18.5 MB

005 MINLP_ Genetic Algorithm_en.srt

6.7 KB

006 MINLP_ Genetic Algorithm Concepts.html

0.3 KB

007 MINLP_ Particle Swarm (PSO).mp4

12.4 MB

007 MINLP_ Particle Swarm (PSO)_en.srt

3.6 KB

008 MINLP_ PSO Concepts.html

0.2 KB

33101350-ex-MINLP-pyomo.py

0.7 KB

33101352-ex-MINLP-pyomo-mindtpy.py

0.7 KB

33101356-ex-MINLP-scip.py

0.4 KB

33101360-ex-GA.py

0.9 KB

33101362-ex-PSO.py

0.4 KB

33907232-GA-concepts.pdf

10.8 MB

33907256-PSO-concepts.pdf

1.4 MB

/.../09 - Mixed-Integer Nonlinear Programming (MINLP)/bin/

cbc.exe

9.1 MB

couenne.exe

27.1 MB

ipopt.exe

23.3 MB

/.../10 - Constraint Programming (CP)/

001 CP_ Ortools.mp4

36.7 MB

001 CP_ Ortools_en.srt

10.5 KB

002 CP_ Concepts.html

0.1 KB

33101364-ex-CP-ortools.py

1.2 KB

33913006-Constraint-Programming.pdf

307.4 KB

/.../11 - Special Cases/

001 Introduction.mp4

2.8 MB

001 Introduction_en.srt

3.0 KB

002 SCOP_ Second-Order Cone Programming.mp4

143.1 MB

002 SCOP_ Second-Order Cone Programming_en.srt

15.5 KB

003 NonConvex Quadratic Programming.mp4

17.3 MB

003 NonConvex Quadratic Programming_en.srt

6.5 KB

004 Vehicle Routing Problems (VRP) with Or-Tools, An introduction.mp4

23.1 MB

004 Vehicle Routing Problems (VRP) with Or-Tools, An introduction_en.srt

4.1 KB

005 Linearization_ binary_continuos using BigM.mp4

129.5 MB

005 Linearization_ binary_continuos using BigM_en.srt

15.2 KB

006 Linearization_ binary_binary.mp4

96.4 MB

006 Linearization_ binary_binary_en.srt

6.4 KB

33782370-Special-SOCP.py

1.0 KB

33782372-original-problem.py

1.0 KB

33782374-Special-NCQP.py

1.0 KB

33782378-original-problem.py

1.0 KB

33782382-Special-BinCont-BIGM.py

1.2 KB

33782388-Special-BinCont-Gurobi.py

1.1 KB

33782528-original-problem.py

1.0 KB

34172722-Special-BinBin-GLPK.py

1.4 KB

34172728-Special-BinBin-Gurobi.py

1.2 KB

/.../12 - Advanced Features for Pyomo/

001 Introduction and a new Case Study (hands-on).mp4

261.9 MB

001 Introduction and a new Case Study (hands-on)_en.srt

26.1 KB

002 Check the solver progress.mp4

18.8 MB

002 Check the solver progress_en.srt

5.2 KB

003 Define a Gap Limit.mp4

61.1 MB

003 Define a Gap Limit_en.srt

11.6 KB

004 Define a Time Limit.mp4

14.9 MB

004 Define a Time Limit_en.srt

5.7 KB

005 More parameters for the solvers.html

3.1 KB

006 Working with inequality.mp4

13.0 MB

006 Working with inequality_en.srt

3.7 KB

007 pyo.summation.mp4

6.3 MB

007 pyo.summation_en.srt

2.7 KB

008 Parameters and Sets.mp4

37.6 MB

008 Parameters and Sets_en.srt

9.3 KB

009 Rules inside Constraints.mp4

6.5 MB

009 Rules inside Constraints_en.srt

4.4 KB

010 Rules with indexes.mp4

78.0 MB

010 Rules with indexes_en.srt

16.9 KB

011 WarmStart.mp4

3.3 MB

011 WarmStart_en.srt

2.6 KB

012 Differential Algebraic Equations (DAE).mp4

30.7 MB

012 Differential Algebraic Equations (DAE)_en.srt

4.7 KB

33911592-features-casestudy.py

1.1 KB

33911640-features-solverProgress-before.py

1.1 KB

33911648-features-solverProgress.py

1.1 KB

33911672-features-GAP-before.py

1.1 KB

33911678-features-GAP.py

1.1 KB

33911694-features-TimeLimit.py

1.2 KB

33911698-features-inequality.py

1.1 KB

33911704-features-summation-before.py

1.1 KB

33911708-features-summation.py

1.1 KB

33911716-features-param-sets-before.py

1.1 KB

33911722-features-param-sets.py

1.3 KB

33912170-features-rules-before.py

1.3 KB

33912172-features-rules.py

1.6 KB

35532010-glpk.pdf

478.2 KB

35532022-CBC-manual-and-parameters.pdf

193.1 KB

/.../13 - More exercises and modeling/

001 Introduction.mp4

1.3 MB

001 Introduction_en.srt

1.9 KB

002 Garden problem.mp4

97.3 MB

002 Garden problem_en.srt

9.0 KB

003 Revenue problem.mp4

61.6 MB

003 Revenue problem_en.srt

7.6 KB

004 Route problem [subtitled].mp4

75.6 MB

004 Route problem [subtitled]_en.srt

15.4 KB

005 Optimal power flow problem [subtitled].mp4

96.1 MB

005 Optimal power flow problem [subtitled]_en.srt

10.4 KB

32608888-ex-area.py

0.6 KB

32608890-rotas-input.xlsx

9.7 KB

32779002-sist-eletrico.xlsx

11.1 KB

33101366-examples-area.py

0.6 KB

33101368-examples-opflinear.py

1.9 KB

33101372-examples-receita.py

0.6 KB

33101376-examples-route.py

1.5 KB

/14 - Conclusion/

001 Congratulation.mp4

20.1 MB

001 Congratulation_en.srt

7.0 KB

~Get Your Files Here !/

Bonus Resources.txt

0.4 KB

 

Total files 1759


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