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MSIS7210 数理最適化特論/mathematical optimization

  • 2017年度 秋学期 水曜 4時限(15:15〜16:45)
  • 市ヶ谷キャンパス 本館 201号講義室
 日付内容 備考 
Oct. 500 Guidance, 01 What is mathematical optimization?Excel,  SCIPPython(PuLP)
Oct. 1202 Linear optimization and simplex method
Oct. 1903 Linear optimization and dual
Oct. 2604 Integer optimizationSymbols and terms
Nov. 905 Branch and Bound
Nov. 1606 Computational Complexity
Nov. 2307 Totally Unimodular and Minimum Cost Flow Problem 
Nov. 3008 Maximum Flow and Minimum Cut Theorem
Dec. 709 Dynamic Programming
Dec. 1410 Greedy AlgorithmReport 1
Dec. 2111 Approximation Algorithm
Jan. 612 Advanced Formulation and Modelings 
Jan. 1113 Second-Order Cone Optimization and Robust Optimization, 14 SVM
Jan. 1815 Non-linear optimization, black box optimizationNelder-Meadのサンプルコード
 授業時間外の学修課題