Conjugate Direction Methods in Optimization

Conjugate Direction Methods in Optimization presents a rigorous mathematical treatment of iterative methods used to solve optimization problems. The book focuses on conjugate direction and conjugate gradient techniques for minimizing functions in finite-dimensional spaces. It develops the theoretical foundations of these methods and discusses their convergence properties and computational effic…