Lecture Notes

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


LEC # TOPICS SUPPORTING FILES
Introduction, Optimization Concepts
1

Introduction (PDF)

Example: Irrigation and Salination

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

Lecture06_21.m (M)

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