| 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.) | |