Numerical Optimization

Name: Numerical Optimization
Price: 19.53 USD
Availability: InStock
ISBN: 9780387987934

ISBN-10: 0387987932

ISBN-13: 9780387987934

Edition: 2000

Authors: Jorge Nocedal, Stephen J. Wright

List price: $84.95

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Book details

List price: $84.95
Copyright year: 2000
Publisher: Springer
Publication date: 4/28/2000
Binding: Hardcover
Pages: 636
Size: 7.25" wide x 9.50" long x 1.25" tall
Weight: 2.794
Language: English

Preface
Introduction	p. 1
Fundamentals of Unconstrained Optimization	p. 10
Line Search Methods	p. 34
Trust-Region Methods	p. 64
Conjugate Gradient Methods	p. 100
Practical Newton Methods	p. 134
Calculating Derivatives	p. 164
Quasi-Newton Methods	p. 192
Large-Scale Quasi-Newton and Partially Separable Optimization	p. 222
Nonlinear Least-Squares Problems	p. 250
Nonlinear Equations	p. 276
Theory of Constrained Optimization	p. 314
Linear Programming: The Simplex Method	p. 362
Linear Programming: Interior-Point Methods	p. 394
Fundamentals of Algorithms for Nonlinear Constrained Optimization	p. 420
Quadratic Programming	p. 440
Penalty, Barrier, and Augmented Lagrangian Methods	p. 490
Sequential Quadratic Programming	p. 528
A: Background Material	p. 576
References	p. 611
Index	p. 625
Table of Contents provided by Blackwell. All Rights Reserved.