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[Udemy] Optimization with Python all you need for LP-MILP-NLP-MINLP (2021) [En]
大小 1.88 GB
文件数 215
Info Hash: 4354AADAA47ADC646855201FBB4C29529CC42C4F
收录时间 2026-03-02 20:46:00
更新时间 2026-03-02 20:46:00
文件列表 (215)
1. Introduction/1. Introduction.mp4
13.48 MB
1. Introduction/1. Introduction.srt
3.52 KB
1. Introduction/1.1 Material.pdf
893.54 KB
1. Introduction/2. What is optimization.mp4
23.25 MB
1. Introduction/2. What is optimization.srt
5.96 KB
1. Introduction/2.1 Material.pdf
893.54 KB
2. Installing Python/1. Installing Python.mp4
13.9 MB
2. Installing Python/1. Installing Python.srt
3.05 KB
2. Installing Python/2. Packages.mp4
3.47 MB
2. Installing Python/2. Packages.srt
1.45 KB
2. Installing Python/3. IDE Spyder.mp4
13.8 MB
2. Installing Python/3. IDE Spyder.srt
2.56 KB
2. Installing Python/4. Jupyter NotebookLab.mp4
9.27 MB
2. Installing Python/4. Jupyter NotebookLab.srt
2.88 KB
2. Installing Python/5. Exercises.html
169 B
3. Starting with Python/1. Lists, Tuples, and Dictionary.mp4
49.19 MB
3. Starting with Python/1. Lists, Tuples, and Dictionary.srt
9.28 KB
3. Starting with Python/2. If, For, While.mp4
54.71 MB
3. Starting with Python/2. If, For, While.srt
10.77 KB
3. Starting with Python/3. Functions.mp4
24.98 MB
3. Starting with Python/3. Functions.srt
4.82 KB
3. Starting with Python/3.1 code.py
106 B
3. Starting with Python/3.2 myFile.py
99 B
3. Starting with Python/4. Numpy.mp4
34.65 MB
3. Starting with Python/4. Numpy.srt
7.41 KB
3. Starting with Python/4.1 code.py
184 B
3. Starting with Python/5. Pandas.mp4
36.58 MB
3. Starting with Python/5. Pandas.srt
9.87 KB
3. Starting with Python/5.1 code.py
339 B
3. Starting with Python/6. Pandas reading Excel.mp4
45.72 MB
3. Starting with Python/6. Pandas reading Excel.srt
7.98 KB
3. Starting with Python/6.1 data.xlsx
10.61 KB
3. Starting with Python/6.2 pandas_excel.py
334 B
3. Starting with Python/6.3 output.xlsx
4.89 KB
3. Starting with Python/7. Graphs.mp4
19.99 MB
3. Starting with Python/7. Graphs.srt
4.03 KB
3. Starting with Python/7.1 code.py
136 B
3. Starting with Python/8. Exercises.html
169 B
4. Linear Programming (LP)/1. LP Introduction.mp4
6.26 MB
4. Linear Programming (LP)/1. LP Introduction.srt
3.37 KB
4. Linear Programming (LP)/2. Framework and Solvers.mp4
6 MB
4. Linear Programming (LP)/2. Framework and Solvers.srt
2.51 KB
4. Linear Programming (LP)/3. LP Ortools.mp4
36.24 MB
4. Linear Programming (LP)/3. LP Ortools.srt
7.65 KB
4. Linear Programming (LP)/3.1 ortools_ex.py
405 B
4. Linear Programming (LP)/4. LP SCIP.mp4
44.38 MB
4. Linear Programming (LP)/4. LP SCIP.srt
6.53 KB
4. Linear Programming (LP)/4.1 scip_ex.py
340 B
4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.mp4
77.24 MB
4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.srt
10.79 KB
4. Linear Programming (LP)/6. LP Pyomo.mp4
50.11 MB
4. Linear Programming (LP)/6. LP Pyomo.srt
8.28 KB
4. Linear Programming (LP)/6.1 pyomo_ex.py
653 B
4. Linear Programming (LP)/7. LP PuLP.mp4
23.56 MB
4. Linear Programming (LP)/7. LP PuLP.srt
4.85 KB
4. Linear Programming (LP)/7.1 pulp_ex.py
318 B
4. Linear Programming (LP)/8. Which solver and frameworks should we choose.mp4
7.71 MB
4. Linear Programming (LP)/8. Which solver and frameworks should we choose.srt
2.23 KB
4. Linear Programming (LP)/9. LP Exercise, solve it by yourself.mp4
70.35 MB
4. Linear Programming (LP)/9.1 exercise.py
742 B
5. Working with Pyomo/1. Pyomo Using other solvers (CBC).mp4
36.31 MB
5. Working with Pyomo/1. Pyomo Using other solvers (CBC).srt
3.68 KB
5. Working with Pyomo/2. Pyomo Summations.mp4
198.18 MB
5. Working with Pyomo/2. Pyomo Summations.srt
26.78 KB
5. Working with Pyomo/2.1 inputs.xlsx
9.4 KB
5. Working with Pyomo/2.2 pyomo_array_sum.py
947 B
5. Working with Pyomo/3. Pyomo Pprint.mp4
19.54 MB
5. Working with Pyomo/3. Pyomo Pprint.srt
2.35 KB
5. Working with Pyomo/4. Pyomo Manual.html
59 B
5. Working with Pyomo/4.1 Pyomo - Optimization Modeling in Python (2017, Springer).pdf
1.76 MB
5. Working with Pyomo/4.2 pyomo_manual3.pdf
1.57 MB
5. Working with Pyomo/4.3 pyomo_manual.pdf
253.96 KB
5. Working with Pyomo/4.4 pyomo_manual2.pdf
10.21 MB
6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.mp4
5.73 MB
6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.srt
2.23 KB
6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.mp4
22.6 MB
6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.srt
3.74 KB
6. Mixed-Integer Linear Programming (MILP)/2.1 pyomo_ex.py
672 B
6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.mp4
7.27 MB
6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.srt
1.69 KB
6. Mixed-Integer Linear Programming (MILP)/3.1 ortools_ex.py
406 B
6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.mp4
8.79 MB
6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.srt
1.92 KB
6. Mixed-Integer Linear Programming (MILP)/4.1 scip_ex.py
335 B
6. Mixed-Integer Linear Programming (MILP)/5. MILP Exercise, solve it by yourself.mp4
143.91 MB
6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.mp4
64.84 MB
6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.srt
8.26 KB
6. Mixed-Integer Linear Programming (MILP)/6.1 exercise.py
964 B
7. Nonlinear Programming (NLP)/1. NLP Introduction.mp4
2.78 MB
7. Nonlinear Programming (NLP)/1. NLP Introduction.srt
1.32 KB
7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).mp4
25.79 MB
7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).srt
3 KB
7. Nonlinear Programming (NLP)/2.2 pyomo_ex.py
698 B
7. Nonlinear Programming (NLP)/3. NLP SCIP.mp4
11.63 MB
7. Nonlinear Programming (NLP)/3. NLP SCIP.srt
1.91 KB
7. Nonlinear Programming (NLP)/3.1 scip_ex.py
366 B
7. Nonlinear Programming (NLP)/4. NLP Exercise, solve it by yourself.mp4
94.87 MB
7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.mp4
31.5 MB
7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.srt
4.77 KB
7. Nonlinear Programming (NLP)/5.1 exercise_cos.py
511 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/bin/ipopt.exe
13.84 MB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/AmplTNLP.hpp
18.64 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/HSLLoader.h
16.22 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpAlgTypes.hpp
1.82 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpBlas.hpp
3.04 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpCachedResults.hpp
24.44 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpCompoundVector.hpp
10.71 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpDebug.hpp
4.04 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpDenseVector.hpp
16.54 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpException.hpp
4.25 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptApplication.hpp
8.06 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptCalculatedQuantities.hpp
31.67 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptData.hpp
25.12 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptNLP.hpp
9.74 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIteratesVector.hpp
19.79 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpJournalist.hpp
16.54 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpLapack.hpp
1.83 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpMatrix.hpp
10.69 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpNLP.hpp
9.38 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpNLPScaling.hpp
17.62 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpObserver.hpp
10.49 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpoptConfig.h
528 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpOptionsList.hpp
9.49 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpOrigIpoptNLP.hpp
15.49 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReferenced.hpp
9.21 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpRegOptions.hpp
27.18 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.h
591 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.hpp
612 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.inc
2.1 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes_inc.h
1.51 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSmartPtr.hpp
21.54 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSolveStatistics.hpp
5.43 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpStdCInterface.h
12.95 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSymMatrix.hpp
4.06 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTaggedObject.hpp
5.29 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTimedTask.hpp
4.01 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTimingStatistics.hpp
5.13 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLP.hpp
12.82 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLPAdapter.hpp
15.53 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/IpTypes.hpp
700 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpUtils.hpp
2.9 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpVector.hpp
20.89 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/PardisoLoader.h
1.33 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/arith.h
210 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl.h
37.61 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl_pfg.h
1.24 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl_pfgh.h
1.26 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/dmumps_c.h
4.9 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/funcadd.h
15.26 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/getstub.h
6.63 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mpi.h
2.95 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mumps_c_types.h
3.09 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mumps_compat.h
2.69 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/nlp.h
5.35 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/nlp2.h
7.07 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/opcode.hd
1.29 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/psinfo.h
9.5 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/r_opn.hd
412 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/stdio1.h
2.84 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinasl.la
784 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinasl.lib
912.2 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinmumps.la
790 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinmumps.lib
3 MB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipopt.la
779 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipopt.lib
14.63 MB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipoptamplinterface.la
817 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipoptamplinterface.lib
696.79 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/coinasl.pc
301 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/coinmumps.pc
400 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/ipopt.pc
414 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/ipoptamplinterface.pc
333 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/AUTHORS
3.86 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_c.txt
303 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_cpp.txt
302 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_f.txt
305 B
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/LICENSE
10.99 KB
7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/README
302 B
8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.mp4
2.56 MB
8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.srt
1.2 KB
8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).mp4
23.84 MB
8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).srt
3.21 KB
8. Mixed-Integer Nonlinear Programming (MINLP)/2.1 pyomo_ex.py
721 B
8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).mp4
19.14 MB
8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).srt
2.81 KB
8. Mixed-Integer Nonlinear Programming (MINLP)/3.1 pyomo_mindtpy_ex.py
718 B
8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.mp4
7.75 MB
8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.srt
1.26 KB
8. Mixed-Integer Nonlinear Programming (MINLP)/4.1 scip_ex.py
385 B
8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.mp4
37.01 MB
8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.srt
6.51 KB
8. Mixed-Integer Nonlinear Programming (MINLP)/5.1 alg_gen.py
878 B
8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).mp4
23.47 MB
8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).srt
3.55 KB
8. Mixed-Integer Nonlinear Programming (MINLP)/6.1 psopy_ex.py
437 B
9. Constraint Programming (CP)/1. CP Ortools.mp4
50.76 MB
9. Constraint Programming (CP)/1. CP Ortools.srt
4.57 KB
9. Constraint Programming (CP)/1.1 ortools_ex.py
1.19 KB
10. More exercises and modeling/1. Introduction.mp4
1.01 MB
10. More exercises and modeling/1. Introduction.srt
816 B
10. More exercises and modeling/2. Garden problem.mp4
37.99 MB
10. More exercises and modeling/2. Garden problem.srt
4.37 KB
10. More exercises and modeling/2.1 ex_area.py
562 B
10. More exercises and modeling/3. Route problem.mp4
148.38 MB
10. More exercises and modeling/3. Route problem.srt
15 KB
10. More exercises and modeling/3.1 rotas_input.xlsx
9.5 KB
10. More exercises and modeling/3.2 ex_rota.py
1.49 KB
10. More exercises and modeling/4. Revenue problem.mp4
51.51 MB
10. More exercises and modeling/4. Revenue problem.srt
3.52 KB
10. More exercises and modeling/4.1 ex_receita.py
582 B
10. More exercises and modeling/5. Optimal power flow problem.mp4
127.59 MB
10. More exercises and modeling/5. Optimal power flow problem.srt
10.13 KB
10. More exercises and modeling/5.1 ex_opflinear.py
1.9 KB
11. Conclusion/1. Congratulation.mp4
1.4 MB
11. Conclusion/1. Congratulation.srt
775 B
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