Bibliografia

Principal

• Numerical Optimization, 2nd ed: Jorge Nocedal and Stephen Wright Springer Series in Operations Research
• Convex Optimization, : S. Boyd and L. Vandenberghe Cambridge University Press
• Nonlinear Programming : Dimitri Bertsekas, Athena Scientific
• Introduction to Linear and Nonlinear Programming: David Luenberger, Addison-Wesley Lecture slides and a set of practice problems covering the whole syllabus are provided
• . Introduction to nonlinear optimization: theory, algorithms, and applications with MATLAB: A. Beck 2014 SIAM
• Introduction to applied linear algebra: vectors, matrices, and least squares: S. Boyd and L. Vandenberghe. , 2018 CUP
• Numerical optimization: J. Nocedal and S. Wright 2006 Springer

Secundária

• Convex optimization: S. Boyd and L. Vandenberghe 2004 CUP
• Optimization models.: G. Calafiore and L. El Ghaoui 2014 CUP