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Numerical Optimization (Record no. 425239)

000 -LEADER
fixed length control field	04500nam a22005895i 4500
020 ## - INTERNATIONAL STANDARD BOOKNUMBER
International Standard Book Number	9783540354475
--	978-3-540-35447-5
024 7# -
--	10.1007/978-3-540-35447-5
--	doi
040 ## -
--	ISI Library, Kolkata
050 #4 -
--	QA402.5-402.6
072 #7 -
--	PBU
--	bicssc
072 #7 -
--	MAT003000
--	bisacsh
072 #7 -
--	PBU
--	thema
082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER
Classification number	519.6
Edition number	23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Bonnans, J. Frédéric.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut
245 10 - TITLE STATEMENT
Title	Numerical Optimization
Medium	[electronic resource] :
Remainder of title	Theoretical and Practical Aspects /
Statement of responsibility, etc	by J. Frédéric Bonnans, J. Charles Gilbert, Claude Lemaréchal, Claudia A. Sagastizábal.
942 ## - ADDED ENTRY ELEMENTS(KOHA)
Koha item type	E-BOOKS
100 1# - MAIN ENTRY--PERSONAL NAME
--	author.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS
Place of production, publication, distribution, manufacture	Berlin, Heidelberg :
Name of producer, publisher, distributor, manufacturer	Springer Berlin Heidelberg,
Date of production, publication, distribution, manufacture	2006.
300 ## -
--	XIV, 494 p.
--	online resource.
336 ## - CONTENT TYPE
Content Type Term	text
Content Type Code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media Type Term	computer
Media Type Code	c
Source	rdamedia
338 ## - CARRIER TYPE
Carrier Type Term	online resource
Carrier Type Code	cr
Source	rdacarrier
347 ## -
--	text file
--	PDF
--	rda
490 1# -
--	Universitext,
--	0172-5939
505 0# -
--	Unconstrained Problems -- General Introduction -- Basic Methods -- Line-Searches -- Newtonian Methods -- Conjugate Gradient -- Special Methods -- A Case Study: Seismic Reection Tomography -- Nonsmooth Optimization -- to Nonsmooth Optimization -- Some Methods in Nonsmooth Optimization -- Bundle Methods. The Quest for Descent -- Applications of Nonsmooth Optimization -- Computational Exercises -- Newton's Methods in Constrained Optimization -- Background -- Local Methods for Problems with Equality Constraints -- Local Methods for Problems with Equality and InequalityConstraints -- Exact Penalization -- Globalization by Line-Search -- Quasi-Newton Versions -- Interior-Point Algorithms for Linear and QuadraticOptimization -- Linearly Constrained Optimization and SimplexAlgorithm -- Linear Monotone Complementarity and Associated Vector Fields -- Predictor-Corrector Algorithms -- Non-Feasible Algorithms -- Self-Duality -- One-Step Methods -- Complexity of Linear Optimization Problems with Integer Data -- Karmarkar's Algorithm.
520 ## -
--	Just 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.
650 #0 -
--	Mathematical optimization.
650 #0 -
--	Numerical analysis.
650 #0 -
--	Computer software.
650 #0 -
--	Computer science.
650 14 -
--	Optimization.
--	http://scigraph.springernature.com/things/product-market-codes/M26008
650 24 -
--	Operations Research, Management Science.
--	http://scigraph.springernature.com/things/product-market-codes/M26024
650 24 -
--	Calculus of Variations and Optimal Control; Optimization.
--	http://scigraph.springernature.com/things/product-market-codes/M26016
650 24 -
--	Numerical Analysis.
--	http://scigraph.springernature.com/things/product-market-codes/M14050
650 24 -
--	Algorithm Analysis and Problem Complexity.
--	http://scigraph.springernature.com/things/product-market-codes/I16021
650 24 -
--	Mathematics of Computing.
--	http://scigraph.springernature.com/things/product-market-codes/I17001
700 1# -
--	Gilbert, J. Charles.
--	author.
--	aut
--	http://id.loc.gov/vocabulary/relators/aut
700 1# -
--	Lemaréchal, Claude.
--	author.
--	aut
--	http://id.loc.gov/vocabulary/relators/aut
700 1# -
--	Sagastizábal, Claudia A.
--	author.
--	aut
--	http://id.loc.gov/vocabulary/relators/aut
710 2# -
--	SpringerLink (Online service)
773 0# -
--	Springer eBooks
776 08 -
--	Printed edition:
--	9783540825739
776 08 -
--	Printed edition:
--	9783540354451
830 #0 -
--	Universitext,
--	0172-5939
856 40 -
--	https://doi.org/10.1007/978-3-540-35447-5
912 ## -
--	ZDB-2-SMA
950 ## -
--	Mathematics and Statistics (Springer-11649)

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Indian Statistical Institute Library, Kolkata

Numerical Optimization (Record no. 425239)