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Optimization Theory and Methods: Nonlinear Programming

Optimization Theory and Methods: Nonlinear Programming

Paperback

Series: Springer Optimization and Its Applications, Book 1

General Mathematics

ISBN10: 144193765X
ISBN13: 9781441937650
Publisher: Springer
Published: Nov 25 2010
Pages: 687
Weight: 2.12
Height: 1.40 Width: 6.14 Depth: 9.21
Language: English

This book, a result of the authors' teaching and research experience in various universities and institutes over the past ten years, can be used as a textbook for an optimization course for graduates and senior undergraduates. It systematically describes optimization theory and several powerful methods, including recent results. For most methods, the authors discuss an idea's motivation, study the derivation, establish the global and local convergence, describe algorithmic steps, and discuss the numerical performance. The book deals with both theory and algorithms of optimization concurrently. It also contains an extensive bibliography. Finally, apart from its use for teaching, Optimization Theory and Methods will be very useful as a research reference.

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General Mathematics