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Convex Analysis and Nonlinear Optimization : Theory and Examples

Convex Analysis and Nonlinear Optimization : Theory and Examples - 2nd edition

ISBN13: 978-0387295701

Cover of Convex Analysis and Nonlinear Optimization : Theory and Examples 2ND 00 (ISBN 978-0387295701)
ISBN13: 978-0387295701
ISBN10: 0387295704
Edition: 2ND 00
Copyright: 2000
Publisher: Springer-Verlag New York
Published: 2000
International: No

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Convex Analysis and Nonlinear Optimization : Theory and Examples - 2ND 00 edition

ISBN13: 978-0387295701

Jonathan Borwein and Adrian S. Lewis

ISBN13: 978-0387295701
ISBN10: 0387295704
Edition: 2ND 00
Copyright: 2000
Publisher: Springer-Verlag New York
Published: 2000
International: No
Summary

Optimization is a rich and thriving mathematical discipline. The theory underlying current computational optimization techniques grows ever more sophisticated. The powerful and elegant language of convex analysis unifies much of this theory. The aim of this book is to provide a concise, accessible account of convex analysis and its applications and extensions, for a broad audience. It can serve as a teaching text, at roughly the level of first year graduate students. While the main body of the text is self-contained, each section concludes with an often extensive set of optional exercises. The new edition adds material on semismooth optimization, as well as several new proofs that will make this book even more self-contained.

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