| Document Type
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BL
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| Record Number
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809503
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| Doc. No
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b623519
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| Main Entry
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Nocedal, Jorge.
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| Title & Author
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Numerical optimization /\ Jorge Nocedal, Stephen J. Wright.
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| Edition Statement
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2nd ed.
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| Publication Statement
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New York :: Springer,, ©2006.
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| Series Statement
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Springer series in operations research and financial engineering
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| Page. NO
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1 online resource (xxii, 664 pages) :: illustrations
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| ISBN
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9780387400655
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: 0387400656
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: 0387303030
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: 9780387303031
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: 0387987932
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: 9780387987934
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| Bibliographies/Indexes
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Includes bibliographical references (pages 637-652) and index.
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| Contents
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Fundamentals of Unconstrained Optimization -- Line Search Methods -- Trust-Region Methods -- Conjugate Gradient Methods -- Quasi-Newton Methods -- Large-Scale Unconstrained Optimization -- Calculating Derivatives -- Derivative-Free Optimization -- Least-Squares Problems -- Nonlinear Equations -- Theory of Constrained Optimization -- Linear Programming: The Simplex Method -- Linear Programming: Interior-Point Methods -- Fundamentals of Algorithms for Nonlinear Constrained Optimization -- Quadratic Programming -- Penalty and Augmented Lagrangian Methods -- Sequential Quadratic Programming -- Interior-Point Methods for Nonlinear Programming.
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| Abstract
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'Numerical Optimization' presents a comprehensive description of the effective methods in continuous optimization. The book includes chapters on nonlinear interior methods & derivative-free methods for optimization. It is useful for graduate students, researchers and practitioners.
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| Subject
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Mathematical optimization.
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| Subject
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Mathematics.
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| Subject
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Optimisation mathématique.
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| Subject
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Mathematical optimization.
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| Subject
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Optimaliseren.
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| Subject
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Numerieke methoden.
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| Subject
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Otimização matemática.
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| Subject
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Optimización matemática.
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| Subject
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Análisis matemático.
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| Dewey Classification
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519.6
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| LC Classification
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QA402.5.N62 2006eb
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| NLM classification
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83.03bcl
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| Added Entry
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Wright, Stephen J.,1960-
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