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- About this Textbook
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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.
For this new edition the book has been thoroughly updated throughout. There are new chapters on nonlinear interior methods and derivative-free methods for optimization, both of which are used widely in practice and the focus of much current research. Because of the emphasis on practical methods, as well as the extensive illustrations and exercises, the book is accessible to a wide audience. It can be used as a graduate text in engineering, operations research, mathematics, computer science, and business. It also serves as a handbook for researchers and practitioners in the field. The authors have strived to produce a text that is pleasant to read, informative, and rigorous - one that reveals both the beautiful nature of the discipline and its practical side.
- Table of contents (19 chapters)
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Introduction
Pages 1-9
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Fundamentals of Unconstrained Optimization
Pages 10-29
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Line Search Methods
Pages 30-65
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Trust-Region Methods
Pages 66-100
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Conjugate Gradient Methods
Pages 101-134
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Table of contents (19 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Numerical Optimization
- Authors
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- Jorge Nocedal
- S. Wright
- Series Title
- Springer Series in Operations Research and Financial Engineering
- Copyright
- 2006
- Publisher
- Springer-Verlag New York
- Copyright Holder
- Springer-Verlag New York
- eBook ISBN
- 978-0-387-40065-5
- DOI
- 10.1007/978-0-387-40065-5
- Hardcover ISBN
- 978-0-387-30303-1
- Softcover ISBN
- 978-1-4939-3711-0
- Series ISSN
- 1431-8598
- Edition Number
- 2
- Number of Pages
- XXII, 664
- Topics
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