Special software is required to use some of the files in this section: .m.
Lecture notes table.
| 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.) |
|