STANFORD CME307/MS&E311
Optimization
Winter 2016-2017

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CME307/MS&E311
Since 2010
Handouts

Title Last Updated
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
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 : First-Order 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 : High-order Optimality Conditions II February 3, 2014
Lecture 6 : High-order Optimality Conditions I January 27, 2014
Lecture 5 : Lagrangian Function and Duality January 20, 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
Supper-Ball 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