Optimization Theory and Methods by Wenyu Sun & Ya-xiang Yuan

Nonlinear Programming

Optimization Theory and Methods Useful for an optimization course for graduates and senior undergraduates, this book systematically describes optimization theory and several powerful methods. It discusses an idea's motivation, studies the derivation, establishes the global and local convergence, describes algorithmic steps, and discusses the numerical performance.

This book, a result of the author's 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 beneficial as a research reference.
Author(s) : Ya-xiang Yuan Format : Hardback Book
ISBN-10 : 0387249753 ISBN-13 : 9780387249759
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Product Details:

Series Title : Springer Optimization and Its Applications

Country Publication : United States

Publication Date : 01/07/2006

Publisher : Springer-Verlag New York Inc.

Page Length : XII, 687mm