Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods (Lecture Notes in Control and Information Sciences)

This book presents algorithms for constrained and unconstrained optimization and for reinforcement learning. These are demonstrated in a wide range of applications including service systems, vehicular traffic control, communications networks and more.