Linear Optimization |
1 | Introduction |
2 | The Geometry of LO |
3 | The Simplex Method |
4 | The Simplex Method II |
5 | Duality Theory I |
6 | Duality Theory II |
7 | Sensitivity Analysis |
8 | Robust Optimization |
9 | Large Scale Optimization |
Network Flows |
10 | Network Optimization - Introduction and Applications |
11 | Network Optimization - The Network Simplex Algorithm |
Discrete Optimization |
12 | Discrete Optimization |
13 | Exact Methods for IP |
14 | Lagrangean Methods |
15 | Heuristic Methods |
Dynamic Optimization |
16 | Dynamic Programming |
Nonlinear Optimization |
17 | Applications of Nonlinear Optimization |
18 | Optimality Conditions and Gradient Methods for Unconstrained Optimization |
19 | Line Searches and Newton's Method |
20 | The Conjugate Gradient Algorithm Optimality Conditions for Constrained Optimization |
21 | The Affine Scaling Algorithm |
22 | Barrier Interior Point Algorithms |
23 | Semidefinite Optimization |
24 | Semidefinite Optimization (cont.) |