Optimization

Here you can find lists of great Optimization books are or have been used to teach courses at Stanford.





Introductory Lectures on Convex Optimization: A Basic Course

By: Y. Nesterov

2003

Convex Optimization: Algorithms and Complexity

By: Sébastien Bubeck

2015

Convex Optimization

By: Stephen Boyd, Lieven Vandenberghe

2004

Numerical Optimization

By: Jorge Nocedal, Stephen Wright

2006