This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretic

With the advent of approximation algorithms for NP-hard combinatorial optimization problems, several techniques from exact optimization such as the primal-dual

Mathematics of Computing -- Numerical Analysis.

Iterative Optimization in Inverse Problems brings together a number of important iterative algorithms for medical imaging, optimization, and statistical estimat

Optimization is an important tool used in decision science and for the analysis of physical systems used in engineering. One can trace its roots to the Calculus