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Numerical Optimization

Jorge Nocedal and Stephen J. Wright
Publisher: 
Springer Verlag
Publication Date: 
2006
Number of Pages: 
664
Format: 
Hardcover
Edition: 
2
Series: 
Springer Series in Operations Research
Price: 
79.95
ISBN: 
0387303030
Category: 
Monograph
We do not plan to review this book.

 Preface.-Preface to the Second Edition.-Introduction.-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.-Background Material.- Regularization Procedure.

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