Practical Methods of Optimization

By: R. Fletcher

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Paperback | 23 May 2000 | Edition Number 2

At a Glance

Paperback
464 Pages

Edition Type
New edition

Dimensions(cm)
22.8 x 15.2 x 2.4

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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.

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"A multi-disciplinary intellectual masterpiece that explores the discourses of space, time and objects; the politics of knowledge; and the relationship between cultural studies and traditional as well as emergent disciplines.... Innovative and thought-provoking." (Discourse Studies, October 2008)

“White and Schwoch take on the challenge of delineating cultural studies methodology in this highly engaging collection. Leading scholars in the field scrutinize defining issues in theory and practice with penetrating insight. In seeking to forge a common ground for the field, this offers a major breakthrough.” Denise Bielby, University of California at Santa Barbara

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