Optimization Theory and Methods: Nonlinear Programming

Wenyu Sun

ISBN 10: 144193765X / ISBN 13: 9781441937650

Published by Springer-Verlag New York Inc., 2010

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Bibliographic Details

• Title: Optimization Theory and Methods: Nonlinear Programming
• Publisher: Springer-Verlag New York Inc.
• Publication Date: 2010
• Language: English
• ISBN 10: 144193765X
• ISBN 13: 9781441937650
• Binding: Paperback / softback
• Condition: New

About this title

Synopsis

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.

From the Back Cover

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 with 366 references. Finally, apart from its use for teaching, Optimization Theory and Methods is also very beneficial for doing research.

Audience

This book is intended for senior students, graduates, teachers, and researchers in optimization, operations research, computational mathematics, applied mathematics, and some engineering and economics. It will also be useful for scientists in engineering and economics.