TY  - BOOK
AU  - Borkar,Vivek S.
TI  - Stochastic approximation: a dynamical systems viewpoint 
SN  - 9780521515924 (hbk.)
U1  - 519.23 23
PY  - 2008///
CY  - Cambridge, New Delhi
PB  - Cambridge University Press, Hindustan Book Agency
KW  - Stochastic approximation
N1  - Includes bibliographical references (p. 156-162) and index; 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
N2  - This is a simple, compact toolkit for designing and analyzing algorithms, with concrete examples from control and communications engineering, artificial intelligence, economic modelling
ER  -