Stochastic Approximation and Recursive Algorithms and Applications

by Harold Kushner, G. George Yin

In recent years algorithms of the stochastic approximation type have found applications in new and diverse areas, and new techniques have been developed for proofs of convergence and rate of convergence. The actual and potential applications in signal processing have exploded. New challenges have arisen in applications to adaptive control. This book presents a thorough coverage of the ODE method used to analyze these algorithms.

Kindle Edition

First published July 17, 2003