Lec # | TOPICS | LecturerS | KEY DATES |
---|---|---|---|
1 | Overview of Optimization Models; and Radiation Therapy | Freund | |
2 | Computer Solution and Issues in Solving Linear Optimization | Freund | |
3 | Applied Lagrange Duality | Freund | |
4 | Simple Routines for Optimization | Freund | |
5 | Telecommunications Systems Design Problem | Freund | Assignment 1 due |
6 | Column Generation, I | Freund | |
7 | Column Generation, II | Freund | |
8 | Discrete Optimization, I | Magnanti | Assignment 2 due |
9 | Convex Constrained Optimization Models | Freund | |
10 | Discrete Optimization, II | Magnanti | |
11 | Discrete Optimization, III | Magnanti | |
Midterm Exam | Assignment 3 due | ||
12 | Pattern Classification: Separable Problems | Freund | |
13 | Pattern Classification and QP Methods, I | Freund | |
14 | QP and Nonlinear Methods, II | Freund | |
15 | E-commerce Application | Freund | |
16 | Truss Design and SOCP, I | Freund | Assignment 4 due |
17 | Truss Design and SOCP, II | Freund | |
18 | Issues in Non-Convex Optimization | Freund | |
19 | Stochastic Linear Optimization, and Extensions | Freund | Assignment 5 due |
20 | Stochastic LP and Benders Decomposition | Freund | |
21 | Semi-Definite Optimization, I | Freund | |
22 | Semi-Definite Optimization, II | Anthony | Assignment 6 due |
23 | Traffic Control Models, I | Stier | |
24 | Traffic Control Models, II | Stier | Computation project due |