[Udemy] Optimization with Python all you need for LP-MILP-NLP-MINLP (2021) [En]
File List
- 5. Working with Pyomo/2. Pyomo Summations.mp4 198.2 MB
- 10. More exercises and modeling/3. Route problem.mp4 148.4 MB
- 6. Mixed-Integer Linear Programming (MILP)/5. MILP Exercise, solve it by yourself.mp4 143.9 MB
- 10. More exercises and modeling/5. Optimal power flow problem.mp4 127.6 MB
- 7. Nonlinear Programming (NLP)/4. NLP Exercise, solve it by yourself.mp4 94.9 MB
- 4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.mp4 77.2 MB
- 4. Linear Programming (LP)/9. LP Exercise, solve it by yourself.mp4 70.4 MB
- 6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.mp4 64.8 MB
- 3. Starting with Python/2. If, For, While.mp4 54.7 MB
- 10. More exercises and modeling/4. Revenue problem.mp4 51.5 MB
- 9. Constraint Programming (CP)/1. CP Ortools.mp4 50.8 MB
- 4. Linear Programming (LP)/6. LP Pyomo.mp4 50.1 MB
- 3. Starting with Python/1. Lists, Tuples, and Dictionary.mp4 49.2 MB
- 3. Starting with Python/6. Pandas reading Excel.mp4 45.7 MB
- 4. Linear Programming (LP)/4. LP SCIP.mp4 44.4 MB
- 10. More exercises and modeling/2. Garden problem.mp4 38.0 MB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.mp4 37.0 MB
- 3. Starting with Python/5. Pandas.mp4 36.6 MB
- 5. Working with Pyomo/1. Pyomo Using other solvers (CBC).mp4 36.3 MB
- 4. Linear Programming (LP)/3. LP Ortools.mp4 36.2 MB
- 3. Starting with Python/4. Numpy.mp4 34.6 MB
- 7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.mp4 31.5 MB
- 7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).mp4 25.8 MB
- 3. Starting with Python/3. Functions.mp4 25.0 MB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).mp4 23.8 MB
- 4. Linear Programming (LP)/7. LP PuLP.mp4 23.6 MB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).mp4 23.5 MB
- 1. Introduction/2. What is optimization.mp4 23.2 MB
- 6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.mp4 22.6 MB
- 3. Starting with Python/7. Graphs.mp4 20.0 MB
- 5. Working with Pyomo/3. Pyomo Pprint.mp4 19.5 MB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).mp4 19.1 MB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipopt.lib 14.6 MB
- 2. Installing Python/1. Installing Python.mp4 13.9 MB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/bin/ipopt.exe 13.8 MB
- 2. Installing Python/3. IDE Spyder.mp4 13.8 MB
- 1. Introduction/1. Introduction.mp4 13.5 MB
- 7. Nonlinear Programming (NLP)/3. NLP SCIP.mp4 11.6 MB
- 5. Working with Pyomo/4.4 pyomo_manual2.pdf 10.2 MB
- 2. Installing Python/4. Jupyter NotebookLab.mp4 9.3 MB
- 6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.mp4 8.8 MB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.mp4 7.8 MB
- 4. Linear Programming (LP)/8. Which solver and frameworks should we choose.mp4 7.7 MB
- 6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.mp4 7.3 MB
- 4. Linear Programming (LP)/1. LP Introduction.mp4 6.3 MB
- 4. Linear Programming (LP)/2. Framework and Solvers.mp4 6.0 MB
- 6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.mp4 5.7 MB
- 2. Installing Python/2. Packages.mp4 3.5 MB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinmumps.lib 3.0 MB
- 7. Nonlinear Programming (NLP)/1. NLP Introduction.mp4 2.8 MB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.mp4 2.6 MB
- 5. Working with Pyomo/4.1 Pyomo - Optimization Modeling in Python (2017, Springer).pdf 1.8 MB
- 5. Working with Pyomo/4.2 pyomo_manual3.pdf 1.6 MB
- 11. Conclusion/1. Congratulation.mp4 1.4 MB
- 10. More exercises and modeling/1. Introduction.mp4 1.0 MB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinasl.lib 912.2 KB
- 1. Introduction/1.1 Material.pdf 893.5 KB
- 1. Introduction/2.1 Material.pdf 893.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipoptamplinterface.lib 696.8 KB
- 5. Working with Pyomo/4.3 pyomo_manual.pdf 254.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl.h 37.6 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptCalculatedQuantities.hpp 31.7 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpRegOptions.hpp 27.2 KB
- 5. Working with Pyomo/2. Pyomo Summations.srt 26.8 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptData.hpp 25.1 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpCachedResults.hpp 24.4 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSmartPtr.hpp 21.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpVector.hpp 20.9 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIteratesVector.hpp 19.8 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/AmplTNLP.hpp 18.6 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpNLPScaling.hpp 17.6 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpJournalist.hpp 16.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpDenseVector.hpp 16.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/HSLLoader.h 16.2 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLPAdapter.hpp 15.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpOrigIpoptNLP.hpp 15.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/funcadd.h 15.3 KB
- 10. More exercises and modeling/3. Route problem.srt 15.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpStdCInterface.h 13.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLP.hpp 12.8 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/LICENSE 11.0 KB
- 4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.srt 10.8 KB
- 3. Starting with Python/2. If, For, While.srt 10.8 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpCompoundVector.hpp 10.7 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpMatrix.hpp 10.7 KB
- 3. Starting with Python/6.1 data.xlsx 10.6 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpObserver.hpp 10.5 KB
- 10. More exercises and modeling/5. Optimal power flow problem.srt 10.1 KB
- 3. Starting with Python/5. Pandas.srt 9.9 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptNLP.hpp 9.7 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/psinfo.h 9.5 KB
- 10. More exercises and modeling/3.1 rotas_input.xlsx 9.5 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpOptionsList.hpp 9.5 KB
- 5. Working with Pyomo/2.1 inputs.xlsx 9.4 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpNLP.hpp 9.4 KB
- 3. Starting with Python/1. Lists, Tuples, and Dictionary.srt 9.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReferenced.hpp 9.2 KB
- 4. Linear Programming (LP)/6. LP Pyomo.srt 8.3 KB
- 6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.srt 8.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptApplication.hpp 8.1 KB
- 3. Starting with Python/6. Pandas reading Excel.srt 8.0 KB
- 4. Linear Programming (LP)/3. LP Ortools.srt 7.7 KB
- 3. Starting with Python/4. Numpy.srt 7.4 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/nlp2.h 7.1 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLPReducer.hpp 6.7 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/getstub.h 6.6 KB
- 4. Linear Programming (LP)/4. LP SCIP.srt 6.5 KB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.srt 6.5 KB
- 1. Introduction/2. What is optimization.srt 6.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSolveStatistics.hpp 5.4 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/nlp.h 5.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTaggedObject.hpp 5.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTimingStatistics.hpp 5.1 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/dmumps_c.h 4.9 KB
- 3. Starting with Python/6.3 output.xlsx 4.9 KB
- 4. Linear Programming (LP)/7. LP PuLP.srt 4.9 KB
- 3. Starting with Python/3. Functions.srt 4.8 KB
- 7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.srt 4.8 KB
- 9. Constraint Programming (CP)/1. CP Ortools.srt 4.6 KB
- 10. More exercises and modeling/2. Garden problem.srt 4.4 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpException.hpp 4.2 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSymMatrix.hpp 4.1 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpDebug.hpp 4.0 KB
- 3. Starting with Python/7. Graphs.srt 4.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTimedTask.hpp 4.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/AUTHORS 3.9 KB
- 6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.srt 3.7 KB
- 5. Working with Pyomo/1. Pyomo Using other solvers (CBC).srt 3.7 KB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).srt 3.6 KB
- 10. More exercises and modeling/4. Revenue problem.srt 3.5 KB
- 1. Introduction/1. Introduction.srt 3.5 KB
- 4. Linear Programming (LP)/1. LP Introduction.srt 3.4 KB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).srt 3.2 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mumps_c_types.h 3.1 KB
- 2. Installing Python/1. Installing Python.srt 3.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpBlas.hpp 3.0 KB
- 7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).srt 3.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mpi.h 3.0 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpUtils.hpp 2.9 KB
- 2. Installing Python/4. Jupyter NotebookLab.srt 2.9 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/stdio1.h 2.8 KB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).srt 2.8 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mumps_compat.h 2.7 KB
- 2. Installing Python/3. IDE Spyder.srt 2.6 KB
- 4. Linear Programming (LP)/2. Framework and Solvers.srt 2.5 KB
- 5. Working with Pyomo/3. Pyomo Pprint.srt 2.3 KB
- 4. Linear Programming (LP)/8. Which solver and frameworks should we choose.srt 2.2 KB
- 6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.srt 2.2 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.inc 2.1 KB
- 6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.srt 1.9 KB
- 7. Nonlinear Programming (NLP)/3. NLP SCIP.srt 1.9 KB
- 10. More exercises and modeling/5.1 ex_opflinear.py 1.9 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpLapack.hpp 1.8 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpAlgTypes.hpp 1.8 KB
- 6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.srt 1.7 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes_inc.h 1.5 KB
- 10. More exercises and modeling/3.2 ex_rota.py 1.5 KB
- 2. Installing Python/2. Packages.srt 1.4 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/PardisoLoader.h 1.3 KB
- 7. Nonlinear Programming (NLP)/1. NLP Introduction.srt 1.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/opcode.hd 1.3 KB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.srt 1.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl_pfgh.h 1.3 KB
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl_pfg.h 1.2 KB
- 8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.srt 1.2 KB
- 9. Constraint Programming (CP)/1.1 ortools_ex.py 1.2 KB
- 6. Mixed-Integer Linear Programming (MILP)/6.1 exercise.py 964 bytes
- 5. Working with Pyomo/2.2 pyomo_array_sum.py 947 bytes
- 8. Mixed-Integer Nonlinear Programming (MINLP)/5.1 alg_gen.py 878 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipoptamplinterface.la 817 bytes
- 10. More exercises and modeling/1. Introduction.srt 816 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinmumps.la 790 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinasl.la 784 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipopt.la 779 bytes
- 11. Conclusion/1. Congratulation.srt 775 bytes
- 4. Linear Programming (LP)/9.1 exercise.py 742 bytes
- 8. Mixed-Integer Nonlinear Programming (MINLP)/2.1 pyomo_ex.py 721 bytes
- 8. Mixed-Integer Nonlinear Programming (MINLP)/3.1 pyomo_mindtpy_ex.py 718 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTypes.hpp 700 bytes
- 7. Nonlinear Programming (NLP)/2.2 pyomo_ex.py 698 bytes
- 6. Mixed-Integer Linear Programming (MILP)/2.1 pyomo_ex.py 672 bytes
- 4. Linear Programming (LP)/6.1 pyomo_ex.py 653 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.hpp 612 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.h 591 bytes
- 10. More exercises and modeling/4.1 ex_receita.py 582 bytes
- 10. More exercises and modeling/2.1 ex_area.py 562 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpoptConfig.h 528 bytes
- 7. Nonlinear Programming (NLP)/5.1 exercise_cos.py 511 bytes
- 8. Mixed-Integer Nonlinear Programming (MINLP)/6.1 psopy_ex.py 437 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/ipopt.pc 414 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/r_opn.hd 412 bytes
- 6. Mixed-Integer Linear Programming (MILP)/3.1 ortools_ex.py 406 bytes
- 4. Linear Programming (LP)/3.1 ortools_ex.py 405 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/coinmumps.pc 400 bytes
- 8. Mixed-Integer Nonlinear Programming (MINLP)/4.1 scip_ex.py 385 bytes
- 7. Nonlinear Programming (NLP)/3.1 scip_ex.py 366 bytes
- 4. Linear Programming (LP)/4.1 scip_ex.py 340 bytes
- 3. Starting with Python/5.1 code.py 339 bytes
- 6. Mixed-Integer Linear Programming (MILP)/4.1 scip_ex.py 335 bytes
- 3. Starting with Python/6.2 pandas_excel.py 334 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/ipoptamplinterface.pc 333 bytes
- 4. Linear Programming (LP)/7.1 pulp_ex.py 318 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_f.txt 305 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_c.txt 303 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_cpp.txt 302 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/README 302 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/coinasl.pc 301 bytes
- 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/arith.h 210 bytes
- 3. Starting with Python/4.1 code.py 184 bytes
- 2. Installing Python/5. Exercises.html 169 bytes
- 3. Starting with Python/8. Exercises.html 169 bytes
- 3. Starting with Python/7.1 code.py 136 bytes
- 3. Starting with Python/3.1 code.py 106 bytes
- 3. Starting with Python/3.2 myFile.py 99 bytes
- 5. Working with Pyomo/4. Pyomo Manual.html 59 bytes
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