First-Order Methods in Optimization

Author

Amir Beck

Published

2017

Comprehensive study of first-order methods with the theoretical foundations
Plentiful examples and illustrations;
Emphasis on rates of convergence and complexity analysis of the main first-order methods used to solve large-scale problems;
Covering both variables and functional decomposition methods

Errata and comments

Coming soon.