MS&E 311 Winter 20102011 Handouts 
Title  Last Updated 
Lecture 17: Final Review  March 9, 2014 
Lecture 16 : Algorithm Analysis of Computing an KKT point  March 4, 2014 
Lecture 15 : Barrier Methods for Conic Linear Optimization  February 28, 2014 
Lecture 14 : Lagrangian Methods for Constrained Optimization  February 28, 2014 
Lecture 13 : Newton's Method for Optimization  February 24, 2014 
Lecture 12 : FirstOrder Methods for Optimization  February 19, 2014 
Lecture 11 : Optimization Algorithms  February 18, 2014 
Lecture 10: Midterm Review  February 9, 2014 
Lecture 9 : More Applications of Optimality Condition Theory  February 5, 2014 
Lecture 8 : Applications of Optimality Condition Theory  February 3, 2014 
Lecture 7 : Highorder Optimality Conditions II  February 3, 2014 
Lecture 6 : Highorder Optimality Conditions I  January 27, 2014 
Lecture 5 : Lagrangian Function and Duality  January 20, 2014 
Lecture 4 : Feasibility, Optimality and Conic Duality II  January 18, 2014 
Lecture 3 : Feasibility, Optimality and Conic Duality I  January 12, 2014 
Lecture 2 : Elements of Optimality Analysis  January 11, 2014 
Lecture 1 : Introduction  January 7, 2014 
Solvers in Matlab  March 13, 2012 
Bonus Projects  February 10, 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 
