Selective Topics on Optimization
	- - - - - - - - - - - - Part I Convex Optimization, by Stephen Boyd, lecture notes Term Project Writing, ppt, lecture 1 Chapter 2 Convex sets and 3 Convex functions, lecture 2, lecture 3, lecture 4 Chapter 4 Convex optimization problems, lecture 5, lecture 6, lecture 7 Chapter 5 Duality, lecture 8, lecture 9 Chapter 6 Approximation and fitting and 7 Statistical estimation, lecture 10, lecture 11 Chapter 8 Geometric problems and 9 Numerical linear algebra background, lecture 12, lecture 13, lecture 14 Chapter 10 Unconstrained minimization and 11 Equality constrained minimization, lecture 15, lecture 16, Chapter 12 Interior-point methods and 13 Conclusions, lecture 17, lecture 18, lecture 19 Primal dual problem, and Simplex method - - - - - - - - - - - - Introduction - Convex Optimization - Nonlinear Optimization - Stochastic Programming Dynamic Optimization- Game Theory - Integer Programming- Sparse Optimization- Machine Learning