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Numerical optimization

Author: Jorge Nocedal; Stephen J Wright
Publisher: New York : Springer, ©1999.
Series: Springer series in operations research.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Numerical Optimization presents a comprehensive and up-to-date description of the most effective methods in continuous optimization. It responds to the growing interest in optimization in engineering, science, and business by focusing on the methods that are best suited to practical problems."--BOOK JACKET. "Because of the emphasis on practical methods, as well as the extensive illustrations and exercises, the book  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Jorge Nocedal; Stephen J Wright
ISBN: 0387987932 9780387987934
OCLC Number: 40856854
Description: xx, 636 pages : illustrations ; 24 cm.
Contents: Fundamentals of unconstrained optimization --
Line search methods --
Trust-region methods --
Conjugate gradient methods --
Practical newton methods --
Calculating derivatives --
Quasi-newton methods --
Large-scale quasi-newton and partially separable optimization --
Nonlinear 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, barrier, and augmented largrangian methods --
Sequential quadratic programming.
Series Title: Springer series in operations research.
Responsibility: Jorge Nocedal, Stephen J. Wright.

Abstract:

Presents a description of the effective methods in continuous optimization. Drawing on the authors' experiences in teaching, research, and consulting, each chapter in this book begins with basic  Read more...

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