Water Resources Systems : Modeling Techniques and Analysis Video Lectures

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