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Lecture Notes



Lecture Notes

Special software is required to use some of the files in this section: .m.


LEC #TOPICSSUPPORTING FILES
Introduction, Optimization Concepts
1

Introduction (PDF)

Example: Irrigation and Salination

irrigation.m (M)
2Linear Algebra Review (PDF)
3General Optimization Concepts (PDF)
4General Optimization Concepts (cont.) (PDF)
5Optimality Conditions (PDF)
6Optimality Conditions (cont.)
Optimization Methods
7Linear Programming Overview (PDF)
8Duality, Linear Programming Solution Strategies
9Linear Programming Sensitivity Analysis (PDF)
10Quadratic Programming
11Differential Constraints (PDF)
12Nonlinear Programming Algorithms (PDF)
13Nonlinear Programming Algorithms (cont.)
Economic Aspects
14Optimization over Time, Discounting (PDF)
15Multiobjective Optimization, Utility, Risk Aversion (PDF)
16Supply and Demand, Groundwater Management (PDF)
Water Resource Applications/Case Studies
17River Basin Planning - Screening (PDF)
18River Basin Planning - Simulation
19Real-time Optimization, Dynamic Programming (PDF)
20Real-time Optimization, Dynamic Programming (cont.)
21Capacity Expansion (PDF)

Lecture06_21.m (M)

22Common Pool Problems
23Variational and Adjoint Methods, Data Assimilation (PDF)
24Review
25Project Presentations
26Project Presentations (cont.)

 








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