Practical Methods of Optimization (Paperback)

R. Fletcher

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Language: English

Published by John Wiley & Sons Inc, New York, 2000

0471494631 / 9780471494638

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Paperback. Fully describes optimization methods that are currently most valuable in solving real-life problems. Since optimization has applications in almost every branch of science and technology, the text emphasizes their practical aspects in conjunction with the heuristics useful in making them perform more reliably and efficiently. To this end, it presents comparative numerical studies to give readers a feel for possibile applications and to illustrate the problems in assessing evidence. Also provides theoretical background which provides insights into how methods are derived. This edition offers revised coverage of basic theory and standard techniques, with updated discussions of line search methods, Newton and quasi-Newton methods, and conjugate direction methods, as well as a comprehensive treatment of restricted step or trust region methods not commonly found in the literature. Also includes recent developments in hybrid methods for nonlinear least squares; an extended discussion of linear programming, with new methods for stable updating of LU factors; and a completely new section on network programming. Chapters include computer subroutines, worked examples, and study questions. This textbook provides a thorough treatment of standard methods such as linear and quadratic programming, Newton-like methods and the conjugate gradient method. The theoretical aspects of the subject include a treatment of optimality conditions and the significance of Lagrange multipliers. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

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Title
Practical Methods of Optimization (Paperback)
Author
R. Fletcher
Publisher
John Wiley & Sons Inc, New York
Publication year
2000
Condition
new
Binding
Paperback
Language
English
ISBN 10
0471494631
ISBN 13
9780471494638
Edition
2nd Edition

Grand Eagle Retail

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