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.) |
Lecture Notes
Course Info
Instructor
Departments
As Taught In
Fall
2006
Level
Topics
Learning Resource Types
notes
Lecture Notes
assignment
Problem Sets