Optimization

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





An Introduction to Optimization

By: Edwin K. P. Chong, Stanislaw H. Żak

2013

Lectures on Modern Convex Optimization: Analysis, Algorithms, and Engineering Applications

By: Aharon Ben-Tal, Arkadi Nemirovski

1987

Convex Analysis and Optimization

By: Dimitri Bertsekas, with Angelia Nedic, and Asuman Ozdaglar

2003

Convex Optimization Theory

By: Dimitri P. Bertsekas

2009

Optimization Models

By: Giuseppe C. Calafiore, Laurent El Ghaoui

2014

Convex Analysis and Minimization Algorithms I: Fundamentals

By: Jean-Baptiste Hiriart-Urruty, Claude Lemarechal

1993

Linear and Nonlinear Programming

By: David G. Luenberger, Yinyu Ye

2010

Lectures on Convex Optimization

By: Yurii Nesterov

2018

Numerical Optimization

By: Jorge Nocedal, Stephen Wright

2006