000			01260cam a22002297a 4500
001			136536
003			ISI Library, Kolkata
005			20160208162757.0
008			090202s2008 enk b 001 0 eng
020			_a9780521515924 (hbk.)
040			_aISI Library _beng
082	0	4	_a519.23 _223 _bB734
100	1		_aBorkar, Vivek S.
245	1	0	_aStochastic approximation : _ba dynamical systems viewpoint / _cVivek S. Borkar.
260			_aCambridge : _bCambridge University Press ; _aNew Delhi : _bHindustan Book Agency, _c2008.
300			_aix, 164 p. ; _c24 cm.
504			_aIncludes bibliographical references (p. 156-162) and index.
505	0		_a1. 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.
520			_aThis is a simple, compact toolkit for designing and analyzing algorithms, with concrete examples from control and communications engineering, artificial intelligence, economic modelling.
650		0	_aStochastic approximation.
942			_2ddc _cBK
999			_c420401 _d420401