Learn · Water Resources Systems : Modeling Techniques and Analysis

Lecture 14 of 40Dynamic Programming

Introduction to Dynamic Programming

Prof. P.P. Mujumdar · IISc Bangalore

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Water Resources Systems : Modeling Techniques and Analysis, IISc Bangalore (at NPTEL)
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CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
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All the lectures

  1. Introduction Video
  2. Definitions and types of systems Video
  3. Optimization: Functions of a single variable Video
  4. Optimization: Functions of multiple variables Video
  5. Constrained optimization (1) Video
  6. Constrained optimization (2) Video
  7. Kuhn-Tucker conditions and Introduction to Linear Programming Video
  8. Linear Programming: Graphical method Video
  9. Linear Programming: Simplex method (1) Video
  10. Linear Programming: Simplex method (2) Video
  11. Linear Programming: Multiple solutions Video
  12. Linear Programming: Unbounded and infeasible problems Video
  13. Linear Programming: Dual problem Video
  14. Introduction to Dynamic Programming Video
  15. Dynamic Programming: Water allocation problem Video
  16. Dynamic Programming: Reservoir operation problem Video
  17. Dynamic Programming: Capacity expansion and shortest route problems Video
  18. Simulation: Introduction to Multi-objective planning Video
  19. Multi-objective planning Video
  20. Reservoir sizing Video
  21. Reservoir capacity using Linear Programming (1) Video
  22. Reservoir capacity using Linear Programming (2) Video
  23. Reservoir operation Video
  24. Multi-reservoir systems Video
  25. Stationary policy using Dynamic Programming Video
  26. Hydropower generation Video
  27. Basic probability theory (1) Video
  28. Basic probability theory (2) Video
  29. Chance constrained Linear Programming for reservoir operation and design (1) Video
  30. Chance constrained Linear Programming for reservoir operation and design (2) Video
  31. Stochastic Dynamic Programming for reservoir operation (1) Video
  32. Stochastic Dynamic Programming for reservoir operation (2) Video
  33. Stochastic Dynamic Programming for reservoir operation (3) Video
  34. Fuzzy optimization (1) Video
  35. Fuzzy optimization (2) Video
  36. Fuzzy optimization for water quality control and reservoir operation Video
  37. Conjunctive use of ground and surface water Video
  38. Hydropower optimization Video
  39. Crop yield optimization Video
  40. Multi-basin and multi-reservoir systems Video