Lecture Notes

SESSION #	TOPIC	NOTES	READINGS
1	Overview of Optimization Models; and Radiation Therapy	(PDF)
2	Computer Solution and Issues in Solving Linear Optimization	(PDF)	Updating the Basis Inverse (PDF)
3	Applied Lagrange Duality	(PDF)	Lecture 3 Article (PDF)
4	Telecommunications Systems Design Problem	(PDF)	Lecture 4 Article (PDF)
5	Column Generation, I	(PDF)
6	Column Generation, II	(PDF)
7	Discrete Optimization, I	(PDF)
8	Discrete Optimization, II	(PDF)
9	Discrete Optimization, III	(PDF)
10	Convex Constrained Optimization Models	(PDF)
11	E-commerce application: I-Analytic Center, Newton's Method, Web-Based ACA; II-Analytic Center and Web-Based ACA .	I(PDF) II(PDF)	Fast Polyhedral Adaptive Conjoint Estimation(PDF)
12	Midterm Exam (example exam from 2002)	2002(PDF)
13	Pattern Classification: Separable Problems	(PDF)
14	Pattern Classification and QP Methods I	(PDF)
15	QP and Nonlinear Methods, II
16	Nonconvex Optimization, I	(PDF)
17	Nonconvex Optimization, II	(PDF)
18	Truss Design and SOCP, I	(PDF)
19	Truss Design and SOCP, II
20	Stochastic Linear Optimization, and Extensions	(PDF)
21	Stochastic LP and Benders Decomposition	(PDF)
22	Semi -Definite Optimization, I	(PDF)	SDP Intro Notes (PDF)
23	Semi -Definite Optimization, II	(PDF)
24	Traffic Control Models, I	(PDF)	Traffic Article 1 (PDF)
25	Traffic Control Models, II	(PDF)	Traffic Article 2 (PDF)

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