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Synopsis
This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretically and algorithmically. It focuses on clarity in algorithmic description and analysis rather than generality, and while it provides pointers to the literature for the most general theoretical results and robust software, the author thinks it is more important that readers have a complete understanding of special cases that convey essential ideas. A companion to Kelley's book, Iterative Methods for Linear and Nonlinear Equations (SIAM, 1995), this book contains many exercises and examples and can be used as a text, a tutorial for self-study, or a reference. Iterative Methods for Optimization does more than cover traditional gradient-based optimization: it is the first book to treat sampling methods, including the Hooke-Jeeves, implicit filtering, MDS, and Nelder-Mead schemes in a unified way.
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Book Description
a carefully selected group of methods for unconstrained and bound constrained optimization problems is analyzed in depth both theoretically and algorithmically. The book focuses on clarity in algorithmic description and analysis rather than generality, and also provides pointers to the literature for the most general theoretical results and robust software,
About the Author
C.T. Kelley is a Professor in the Department of Mathematics and Center for Research in Scientific Computation at North Carolina State University. He is a member of the editorial board of the SIAM Journal on Optimization, and the SIAM Journal on Numerical Analysis and is the author of over 100 papers and proceedings articles on numerical and computational mathematics.
"About this title" may belong to another edition of this title.
- PublisherSociety for Industrial and Applied Mathematics
- Publication date1987
- ISBN 10 0898714338
- ISBN 13 9780898714333
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages196
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Iterative Methods for Optimization (Frontiers in Applied Mathematics, Series Number 18)
Published by
Society for Industrial and Applied Mathematics, Philadelphia, 1987
ISBN 10: 0898714338
ISBN 13: 9780898714333
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Soft cover. Condition: Very Good. 1st Edition. This is a VG second printing paperback copy, blue spine. Seller Inventory # 098532
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Interative Methods for Optimization
Published by
Society for Industrial & Applied, 1999
ISBN 10: 0898714338
ISBN 13: 9780898714333
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Paperback
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Paperback. Condition: Brand New. 1st edition. 196 pages. 10.25x7.25x0.50 inches. In Stock. Seller Inventory # __0898714338
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Iterative Methods for Optimization
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Condition: Gut. Zustand: Gut - Gebrauchs- und Lagerspuren. Außen: Knick. Innen: Seiten eingerissen. | Seiten: 196 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 4020081/3
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