Stochastic Approximation and Recursive Algorithms and Applications (Stochastic Modelling and Applied Probability, 35)

This book presents a thorough development of the modern theory of stochastic approximation or recursive stochastic algorithms for both constrained and unconstrained problems. This second edition is a thorough revision, although the main features and structure remain unchanged. It contains many additional applications and results as well as more detailed discussion.