CME307/MS&E311 Since 2010 Handouts 
Title  Last Updated 
Lecture 20 : CME307/MS&E311 Optimization Algorithm Summary  March 20, 2017 
Lecture 19 : Project Discussions: ADMM, Concave Regularization, and SNL  March 20, 2017 
Lecture 18 : Project Discussions: Online Linear Programming and FirstOrder Algorithms  March 20, 2017 
Lecture 17 : Block Coordinate Decent and Stochastic Gradient Methods  March 14, 2017 
Lecture 16 : Lagrangian Methods for Constrained Optimization  March 4, 2017 
Lecture 15 : InteriorPoint Methods for Semidefinite Programming  February 28, 2017 
Lecture 14 : SecondOrder Algorithm II: InteriorPoint Methods  February 28, 2017 
Lecture 13 : Second Order Optimization Algorithms I  February 20, 2017 
Suggested Project #3  February 20, 2017 
Lecture 12 : First Order Optimization Algorithms II  February 19, 2014 
Lecture 11 : First Order Optimization Algorithms I  February 13, 2017 
Suggested Project #2  February 13, 2017 
Lecture 10: Optimization Theory Summary  February 5, 2017 
Suggested Project #1  February 5, 2017 
Lecture 9 : Applications of Optimality Condition and Duality Theory II  February 5, 2017 
Lecture 8 : Applications of Optimality Condition and Duality Theory I  February 3, 2017 
Lecture 7 : Lagrangian Duality Theory  January 29, 2017 
Lecture 6 : Optimality Conditions for General Constrained Optimization  January 24, 2017 
Lecture 5 : Optimality Conditions: More Applications of Alternative System Theory  January 23, 2017 
Lecture 4 : Strong Conic Duality and Conic Optimization  January 18, 2017 
Lecture 3 : Elements of Convex Analyses and Conic Duality  January 8, 2017 
Lecture 2 : Mathematical Optimization Models and Applications  January 6, 2017 
Lecture 1 : Introduction and Math Preliminaries  January 6, 2017 
Solvers in Matlab  March 13, 2012 
Exchage Market Material I  January 29, 2010 
Exchage Market Material II  January 29, 2010 
Core Reading Material  January 29, 2010 
Supplement Note: Proofs of Conic LP Duality  February 6, 2008 
Fisher Price Solver  February 14, 2007 
Example Demonstration in Excel  January 13, 2007 
SupperBall Auction  January 20, 2006 
Matlab solvers for linearly constrained convex programing  February 27, 2005 
Supplement Note: Alternative Systems  January 26, 2005 
Early class note by Prof. Cottle  November 25, 2004 
