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[Udemy] Optimization with Python all you need for LP-MILP-NLP-MINLP (2021) [En]

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文件列表

  1. 5. Working with Pyomo/2. Pyomo Summations.mp4 198MB
  2. 10. More exercises and modeling/3. Route problem.mp4 148MB
  3. 6. Mixed-Integer Linear Programming (MILP)/5. MILP Exercise, solve it by yourself.mp4 144MB
  4. 10. More exercises and modeling/5. Optimal power flow problem.mp4 128MB
  5. 7. Nonlinear Programming (NLP)/4. NLP Exercise, solve it by yourself.mp4 95MB
  6. 4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.mp4 77MB
  7. 4. Linear Programming (LP)/9. LP Exercise, solve it by yourself.mp4 70MB
  8. 6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.mp4 65MB
  9. 3. Starting with Python/2. If, For, While.mp4 55MB
  10. 10. More exercises and modeling/4. Revenue problem.mp4 52MB
  11. 9. Constraint Programming (CP)/1. CP Ortools.mp4 51MB
  12. 4. Linear Programming (LP)/6. LP Pyomo.mp4 50MB
  13. 3. Starting with Python/1. Lists, Tuples, and Dictionary.mp4 49MB
  14. 3. Starting with Python/6. Pandas reading Excel.mp4 46MB
  15. 4. Linear Programming (LP)/4. LP SCIP.mp4 44MB
  16. 10. More exercises and modeling/2. Garden problem.mp4 38MB
  17. 8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.mp4 37MB
  18. 3. Starting with Python/5. Pandas.mp4 37MB
  19. 5. Working with Pyomo/1. Pyomo Using other solvers (CBC).mp4 36MB
  20. 4. Linear Programming (LP)/3. LP Ortools.mp4 36MB
  21. 3. Starting with Python/4. Numpy.mp4 35MB
  22. 7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.mp4 32MB
  23. 7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).mp4 26MB
  24. 3. Starting with Python/3. Functions.mp4 25MB
  25. 8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).mp4 24MB
  26. 4. Linear Programming (LP)/7. LP PuLP.mp4 24MB
  27. 8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).mp4 23MB
  28. 1. Introduction/2. What is optimization.mp4 23MB
  29. 6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.mp4 23MB
  30. 3. Starting with Python/7. Graphs.mp4 20MB
  31. 5. Working with Pyomo/3. Pyomo Pprint.mp4 20MB
  32. 8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).mp4 19MB
  33. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipopt.lib 15MB
  34. 2. Installing Python/1. Installing Python.mp4 14MB
  35. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/bin/ipopt.exe 14MB
  36. 2. Installing Python/3. IDE Spyder.mp4 14MB
  37. 1. Introduction/1. Introduction.mp4 13MB
  38. 7. Nonlinear Programming (NLP)/3. NLP SCIP.mp4 12MB
  39. 5. Working with Pyomo/4.4 pyomo_manual2.pdf 10MB
  40. 2. Installing Python/4. Jupyter NotebookLab.mp4 9MB
  41. 6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.mp4 9MB
  42. 8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.mp4 8MB
  43. 4. Linear Programming (LP)/8. Which solver and frameworks should we choose.mp4 8MB
  44. 6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.mp4 7MB
  45. 4. Linear Programming (LP)/1. LP Introduction.mp4 6MB
  46. 4. Linear Programming (LP)/2. Framework and Solvers.mp4 6MB
  47. 6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.mp4 6MB
  48. 2. Installing Python/2. Packages.mp4 3MB
  49. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinmumps.lib 3MB
  50. 7. Nonlinear Programming (NLP)/1. NLP Introduction.mp4 3MB
  51. 8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.mp4 3MB
  52. 5. Working with Pyomo/4.1 Pyomo - Optimization Modeling in Python (2017, Springer).pdf 2MB
  53. 5. Working with Pyomo/4.2 pyomo_manual3.pdf 2MB
  54. 11. Conclusion/1. Congratulation.mp4 1MB
  55. 10. More exercises and modeling/1. Introduction.mp4 1MB
  56. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinasl.lib 912KB
  57. 1. Introduction/1.1 Material.pdf 894KB
  58. 1. Introduction/2.1 Material.pdf 894KB
  59. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipoptamplinterface.lib 697KB
  60. 5. Working with Pyomo/4.3 pyomo_manual.pdf 254KB
  61. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl.h 38KB
  62. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptCalculatedQuantities.hpp 32KB
  63. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpRegOptions.hpp 27KB
  64. 5. Working with Pyomo/2. Pyomo Summations.srt 27KB
  65. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptData.hpp 25KB
  66. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpCachedResults.hpp 24KB
  67. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSmartPtr.hpp 22KB
  68. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpVector.hpp 21KB
  69. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIteratesVector.hpp 20KB
  70. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/AmplTNLP.hpp 19KB
  71. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpNLPScaling.hpp 18KB
  72. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpJournalist.hpp 17KB
  73. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpDenseVector.hpp 17KB
  74. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/HSLLoader.h 16KB
  75. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLPAdapter.hpp 16KB
  76. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpOrigIpoptNLP.hpp 15KB
  77. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/funcadd.h 15KB
  78. 10. More exercises and modeling/3. Route problem.srt 15KB
  79. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpStdCInterface.h 13KB
  80. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLP.hpp 13KB
  81. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/LICENSE 11KB
  82. 4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.srt 11KB
  83. 3. Starting with Python/2. If, For, While.srt 11KB
  84. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpCompoundVector.hpp 11KB
  85. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpMatrix.hpp 11KB
  86. 3. Starting with Python/6.1 data.xlsx 11KB
  87. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpObserver.hpp 10KB
  88. 10. More exercises and modeling/5. Optimal power flow problem.srt 10KB
  89. 3. Starting with Python/5. Pandas.srt 10KB
  90. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptNLP.hpp 10KB
  91. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/psinfo.h 10KB
  92. 10. More exercises and modeling/3.1 rotas_input.xlsx 9KB
  93. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpOptionsList.hpp 9KB
  94. 5. Working with Pyomo/2.1 inputs.xlsx 9KB
  95. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpNLP.hpp 9KB
  96. 3. Starting with Python/1. Lists, Tuples, and Dictionary.srt 9KB
  97. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReferenced.hpp 9KB
  98. 4. Linear Programming (LP)/6. LP Pyomo.srt 8KB
  99. 6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.srt 8KB
  100. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpIpoptApplication.hpp 8KB
  101. 3. Starting with Python/6. Pandas reading Excel.srt 8KB
  102. 4. Linear Programming (LP)/3. LP Ortools.srt 8KB
  103. 3. Starting with Python/4. Numpy.srt 7KB
  104. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/nlp2.h 7KB
  105. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTNLPReducer.hpp 7KB
  106. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/getstub.h 7KB
  107. 4. Linear Programming (LP)/4. LP SCIP.srt 7KB
  108. 8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.srt 7KB
  109. 1. Introduction/2. What is optimization.srt 6KB
  110. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSolveStatistics.hpp 5KB
  111. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/nlp.h 5KB
  112. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTaggedObject.hpp 5KB
  113. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTimingStatistics.hpp 5KB
  114. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/dmumps_c.h 5KB
  115. 3. Starting with Python/6.3 output.xlsx 5KB
  116. 4. Linear Programming (LP)/7. LP PuLP.srt 5KB
  117. 3. Starting with Python/3. Functions.srt 5KB
  118. 7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.srt 5KB
  119. 9. Constraint Programming (CP)/1. CP Ortools.srt 5KB
  120. 10. More exercises and modeling/2. Garden problem.srt 4KB
  121. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpException.hpp 4KB
  122. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpSymMatrix.hpp 4KB
  123. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpDebug.hpp 4KB
  124. 3. Starting with Python/7. Graphs.srt 4KB
  125. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTimedTask.hpp 4KB
  126. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/AUTHORS 4KB
  127. 6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.srt 4KB
  128. 5. Working with Pyomo/1. Pyomo Using other solvers (CBC).srt 4KB
  129. 8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).srt 4KB
  130. 10. More exercises and modeling/4. Revenue problem.srt 4KB
  131. 1. Introduction/1. Introduction.srt 4KB
  132. 4. Linear Programming (LP)/1. LP Introduction.srt 3KB
  133. 8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).srt 3KB
  134. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mumps_c_types.h 3KB
  135. 2. Installing Python/1. Installing Python.srt 3KB
  136. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpBlas.hpp 3KB
  137. 7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).srt 3KB
  138. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mpi.h 3KB
  139. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpUtils.hpp 3KB
  140. 2. Installing Python/4. Jupyter NotebookLab.srt 3KB
  141. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/stdio1.h 3KB
  142. 8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).srt 3KB
  143. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/mumps_compat.h 3KB
  144. 2. Installing Python/3. IDE Spyder.srt 3KB
  145. 4. Linear Programming (LP)/2. Framework and Solvers.srt 3KB
  146. 5. Working with Pyomo/3. Pyomo Pprint.srt 2KB
  147. 4. Linear Programming (LP)/8. Which solver and frameworks should we choose.srt 2KB
  148. 6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.srt 2KB
  149. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.inc 2KB
  150. 6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.srt 2KB
  151. 7. Nonlinear Programming (NLP)/3. NLP SCIP.srt 2KB
  152. 10. More exercises and modeling/5.1 ex_opflinear.py 2KB
  153. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpLapack.hpp 2KB
  154. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpAlgTypes.hpp 2KB
  155. 6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.srt 2KB
  156. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes_inc.h 2KB
  157. 10. More exercises and modeling/3.2 ex_rota.py 1KB
  158. 2. Installing Python/2. Packages.srt 1KB
  159. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/PardisoLoader.h 1KB
  160. 7. Nonlinear Programming (NLP)/1. NLP Introduction.srt 1KB
  161. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/opcode.hd 1KB
  162. 8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.srt 1KB
  163. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl_pfgh.h 1KB
  164. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/asl_pfg.h 1KB
  165. 8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.srt 1KB
  166. 9. Constraint Programming (CP)/1.1 ortools_ex.py 1KB
  167. 6. Mixed-Integer Linear Programming (MILP)/6.1 exercise.py 964B
  168. 5. Working with Pyomo/2.2 pyomo_array_sum.py 947B
  169. 8. Mixed-Integer Nonlinear Programming (MINLP)/5.1 alg_gen.py 878B
  170. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipoptamplinterface.la 817B
  171. 10. More exercises and modeling/1. Introduction.srt 816B
  172. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinmumps.la 790B
  173. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libcoinasl.la 784B
  174. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/libipopt.la 779B
  175. 11. Conclusion/1. Congratulation.srt 775B
  176. 4. Linear Programming (LP)/9.1 exercise.py 742B
  177. 8. Mixed-Integer Nonlinear Programming (MINLP)/2.1 pyomo_ex.py 721B
  178. 8. Mixed-Integer Nonlinear Programming (MINLP)/3.1 pyomo_mindtpy_ex.py 718B
  179. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpTypes.hpp 700B
  180. 7. Nonlinear Programming (NLP)/2.2 pyomo_ex.py 698B
  181. 6. Mixed-Integer Linear Programming (MILP)/2.1 pyomo_ex.py 672B
  182. 4. Linear Programming (LP)/6.1 pyomo_ex.py 653B
  183. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.hpp 612B
  184. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpReturnCodes.h 591B
  185. 10. More exercises and modeling/4.1 ex_receita.py 582B
  186. 10. More exercises and modeling/2.1 ex_area.py 562B
  187. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/IpoptConfig.h 528B
  188. 7. Nonlinear Programming (NLP)/5.1 exercise_cos.py 511B
  189. 8. Mixed-Integer Nonlinear Programming (MINLP)/6.1 psopy_ex.py 437B
  190. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/ipopt.pc 414B
  191. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/r_opn.hd 412B
  192. 6. Mixed-Integer Linear Programming (MILP)/3.1 ortools_ex.py 406B
  193. 4. Linear Programming (LP)/3.1 ortools_ex.py 405B
  194. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/coinmumps.pc 400B
  195. 8. Mixed-Integer Nonlinear Programming (MINLP)/4.1 scip_ex.py 385B
  196. 7. Nonlinear Programming (NLP)/3.1 scip_ex.py 366B
  197. 4. Linear Programming (LP)/4.1 scip_ex.py 340B
  198. 3. Starting with Python/5.1 code.py 339B
  199. 6. Mixed-Integer Linear Programming (MILP)/4.1 scip_ex.py 335B
  200. 3. Starting with Python/6.2 pandas_excel.py 334B
  201. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/ipoptamplinterface.pc 333B
  202. 4. Linear Programming (LP)/7.1 pulp_ex.py 318B
  203. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_f.txt 305B
  204. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_c.txt 303B
  205. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/ipopt_addlibs_cpp.txt 302B
  206. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/share/coin/doc/Ipopt/README 302B
  207. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/lib/pkgconfig/coinasl.pc 301B
  208. 7. Nonlinear Programming (NLP)/Ipopt-3.11.1-win64-intel13.1/include/coin/ThirdParty/arith.h 210B
  209. 3. Starting with Python/4.1 code.py 184B
  210. 2. Installing Python/5. Exercises.html 169B
  211. 3. Starting with Python/8. Exercises.html 169B
  212. 3. Starting with Python/7.1 code.py 136B
  213. 3. Starting with Python/3.1 code.py 106B
  214. 3. Starting with Python/3.2 myFile.py 99B
  215. 5. Working with Pyomo/4. Pyomo Manual.html 59B