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Numerical Optimization

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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

Introductionp. 1
Fundamentals of Unconstrained Optimizationp. 10
Line Search Methodsp. 34
Trust-Region Methodsp. 64
Conjugate Gradient Methodsp. 100
Practical Newton Methodsp. 134
Calculating Derivativesp. 164
Quasi-Newton Methodsp. 192
Large-Scale Quasi-Newton and Partially Separable Optimizationp. 222
Nonlinear Least-Squares Problemsp. 250
Nonlinear Equationsp. 276
Theory of Constrained Optimizationp. 314
Linear Programming: The Simplex Methodp. 362
Linear Programming: Interior-Point Methodsp. 394
Fundamentals of Algorithms for Nonlinear Constrained Optimizationp. 420
Quadratic Programmingp. 440
Penalty, Barrier, and Augmented Lagrangian Methodsp. 490
Sequential Quadratic Programmingp. 528
A: Background Materialp. 576
Referencesp. 611
Indexp. 625
Table of Contents provided by Blackwell. All Rights Reserved.