Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Image from Google Jackets

Stochastic approximation : a dynamical systems viewpoint / Vivek S. Borkar.

By: Material type: TextTextPublication details: Cambridge : Cambridge University Press ; New Delhi : Hindustan Book Agency, 2008.Description: ix, 164 p. ; 24 cmISBN:
  • 9780521515924 (hbk.)
Subject(s): DDC classification:
  • 519.23 23 B734
Contents:
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.
Summary: This is a simple, compact toolkit for designing and analyzing algorithms, with concrete examples from control and communications engineering, artificial intelligence, economic modelling.
Tags from this library: No tags from this library for this title. Log in to add tags.
Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 519.23 B734 (Browse shelf(Opens below)) Available 136536
Total holds: 0

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.

This is a simple, compact toolkit for designing and analyzing algorithms, with concrete examples from control and communications engineering, artificial intelligence, economic modelling.

There are no comments on this title.

to post a comment.
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in