Stochastic Approximation: A Dynamical Systems Viewpoint

Preface 1. Introduction 2. Basic convergence analysis 3. Stability criteria 4. Lock-in probability 5. Stochastic recursive inclusions 6. Multiple timescales 7. Asynchronous schemes 8. A limit theorem for fluctuations 9. Constant stepsize algorithms 10. Applications 11. Appendices References Index.