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