| 1 |
Optimization Modelling and Computaional Issues in Radiation Therapy (PDF - 1.5 MB) |
| 2 |
Increasing the Computational Effectiveness of the Simple Method (PDF)
Working with the Basis Inverse Over a Sequence of Iterations (PDF) |
| 3 |
Applied Lagrange Duality for Constrained Optimization (PDF) |
| 4 |
Simple Routines for Optimization (PDF - 2.2 MB) |
| 5 |
Telecommunications System Design: Minimum-Cost Embeddings of Reliable Virtual Private Networks (PDF - 2.5 MB)
Exact Algorithms for the Minimum-Cost Embeddings of Reliable Virtual Private Networks into Telecommunications Networks (PDF) |
| 6 |
Column Generation (PDF) |
| 7 |
Column Generation II: Application in Distribution Network Design (PDF)
Shu, Jia, Zuo-Jun Max Shen, and Chung-Piaw Teo. "Stochastic Transportation-Inventory Network Design Problem." Operations Research 53: 48-60. |
| 8 |
Module on Large-Scale Integer Programming and Combinatorial Optimization (PDF) |
| 9 |
Introduction to Convex Constrained Optimization (PDF) |
| 10 |
Facility Location and Distribution System Planning (PDF) |
| 11 |
Network Design: Network Loading and Pup Matching (PDF) |
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Midterm Exam |
| 12 |
Pattern Classification: Separable Problems |
| 13 |
Pattern Classification, and Quadratic Problems (PDF) |
| 14 |
Solution Methods for Quadratic Optimization (PDF) |
| 15 |
E-commerce Application |
| 16 |
Notes for Class: Analytic Center, Newton's Method, and Web-Based ACA (PDF) |
| 17 |
Truss Design and Convex Optimization (PDF) |
| 18 |
Issues in Non-Convex Optimization |
| 19 |
Stochastic Linear Optimization, and Extensions (PDF) |
| 20 |
Optimization under Uncertainty (PDF) |
| 21 |
Benders' Decomposition Methods for Structured Optimization, including Stochastic Optimization (PDF) |
| 22 |
Introduction to Semidefinite Programming (SDP) (PDF) |
| 23 |
Truss Structures - Natural Frequency Manipulation via SDP (PDF - 1.5 MB)
Smith, Jeffrey, Jessica Hodgins, Andrew Witkin, and Irving Oppenheim. "Creating Models of Truss Structures with Optimization." ACM Transactions on Graphics (TOG) 21, no. 3 (2002): 295-301. |
| 24 |
Selfish Routing in Capacitated Networks (PDF)
System-Optimal Routing of Traffic Flows with User Constraints in Networks with Congestion (PDF - 1.4 MB)
Effective Route Guidance in Traffic Networks (PDF)
Effective Route Guidance in Traffic Networks (cont.) (PDF) |