Nonlinear Optimization: Complexity Issues (International Series of Monographs on Computer Science)

Vavasis, Stephen A.

ISBN 10: 0195072081 / ISBN 13: 9780195072082

Published by Oxford University Press, 1991

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Bibliographic Details

• Title: Nonlinear Optimization: Complexity Issues (International Series of Monographs on Computer Science)
• Publisher: Oxford University Press
• Publication Date: 1991
• Language: English
• ISBN 10: 0195072081
• ISBN 13: 9780195072082
• Binding: hardcover
• Condition: Good

About this title

Synopsis

The fields of computer science and optimization greatly influence each other, and this book is about one important connection between the two: complexity theory. Complexity theory underlies computer algorithms and is used to address such questions as the efficiency of algorithms and the possibility of algorithmic solutions for particular problems. Furthermore, as optimization problems increase in size with hardware capacity, complexity theory plays a steadily growing role in the exploration of optimization algorithms. As larger and more complicated problems are addressed, it is more important than ever to understand the asymptotic complexity issues. This book describes some of the key developments in the complexity aspects of optimization during the last decade. It will be a valuable source of information for computer scientists and computational mathematicians.