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Convex Analysis and Global Optimization (Nonconvex Optimization and Its Applications) - Hardcover

 
9780792348184: Convex Analysis and Global Optimization (Nonconvex Optimization and Its Applications)

Synopsis

Due to the general complementary convex structure underlying most nonconvex optimization problems encountered in applications, convex analysis plays an essential role in the development of global optimization methods. This book develops a coherent and rigorous theory of deterministic global optimization from this point of view. Part I constitutes an introduction to convex analysis, with an emphasis on concepts, properties and results particularly needed for global optimization, including those pertaining to the complementary convex structure. Part II presents the foundation and application of global search principles such as partitioning and cutting, outer and inner approximation, and decomposition to general global optimization problems and to problems with a low-rank nonconvex structure as well as quadratic problems. Much new material is offered, aside from a rigorous mathematical development.
Audience: The book is written as a text for graduate students in engineering, mathematics, operations research, computer science and other disciplines dealing with optimization theory. It is also addressed to all scientists in various fields who are interested in mathematical optimization.

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Review

`The book gives a good review of the topic. ... The text is carefully constructed and well written, the exposition is clear. It leaves a remarkable impression of the concepts, tools and techniques in global optimization. It might also be used as a basis and guideline for lectures on this subject. Students as well as professionals will profitably read and use it.'
Mathematical Methods of Operations Research, 49:3 (1999)

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  • PublisherSpringer
  • Publication date1998
  • ISBN 10 0792348184
  • ISBN 13 9780792348184
  • BindingHardcover
  • LanguageEnglish
  • Number of pages340

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Published by Springer, 1998
ISBN 10: 0792348184 ISBN 13: 9780792348184
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Hardcover. Condition: Très bon. Ancien livre de bibliothèque. Couverture différente. Edition 1998. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Different cover. Edition 1998. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # E-505-590

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Condition: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. Book contains pencil markings. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,750grams, ISBN:9780792348184. Seller Inventory # 9914044

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