References on Optimization

• References/course outline/homework/notes from CO466/666 from W09.
• Large-Scale Numerical Optimization, references from course at Stanford given by Mike Saunders.
• Other Texts/Books
  • Nonlinear Programming, by Dimitri P. Bertsekas, 1999, Athena Scientific.
  • Convex Optimization, Stephen Boyd and Lieven Vandenberghe
  • Introductory lectures on convex optimization: a basic course, Yurii Nesterov
  • Numerical Methods for Unconstrained Optimization and Nonlinear Equations, J.E. Dennis and R.B. Schnabel
  • Nonlinear Programming: theory and algorithms, M.S. Bazaraa, C.M. Shetty, Sherali