000			01740nam a22002537a 4500
003			OSt
005			20241108110124.0
008			220621b |||||||| |||| 00| 0 eng d
020			_a9783540354451
040			_cDonation by Prof. A S Vasudeva Murthy _aICTS-TIFR
050			_aQA297
100			_aJ. Frédéric Bonnans
245			_aNumerical optimization _b: theoretical and practical aspects -2nd Ed.
250			_a2nd
260			_aNew York: _bSpringer-Verlag, _c[c2006]
300			_a490 p
490			_a Universitext
505			_aGeneral Introduction Part - I Unconstrained Problems Part - II Nonsmooth Optimization Part - III Newton's Methods in Constrained Optimization Part - IV Interior-Point Algorithms for Linear and QuadraticOptimization
520			_aJust as in its 1st edition, this book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. Most of the algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects of the approaches chosen are also addressed with care, often using minimal assumptions. This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical, description, when coming to actual implementation. Besides, the nonsmooth optimization part has been substantially reorganized and expanded.--- summary provided by publisher
700			_a J. Charles Gilbert
700			_aClaude Lemaréchal
700			_a Claudia A. Sagastizábal
942			_2lcc _cBK
999			_c3160 _d3160