Overview
- The 1st edition of this book is considered a classic; the 2nd edition expanded on the theme, and the 3rd edition will update the material with the help of a new co-author, Yinyu Ye
- Provides a structure for learning existing material, and insight for developing new results
- Useful to analysts, operations researchers and management experts in many fields
Part of the book series: International Series in Operations Research & Management Science (ISOR, volume 116)
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Table of contents (15 chapters)
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Front Matter
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Introduction
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Front Matter
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Linear Programming
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Front Matter
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Unconstrained Problems
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Front Matter
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Constrained Minimization
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Front Matter
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Keywords
About this book
"Linear and Nonlinear Programming" is considered a classic textbook in Optimization. While it is a classic, it also reflects modern theoretical insights. These insights provide structure to what might otherwise be simply a collection of techniques and results, and this is valuable both as a means for learning existing material and for developing new results. One major insight of this type is the connection between the purely analytical character of an optimization problem, expressed perhaps by properties of the necessary conditions, and the behavior of algorithms used to solve a problem. This was a major theme of the first and second editions. Now the third edition has been completely updated with recent Optimization Methods. The new co-author, Yinyu Ye, has written chapters and chapter material on a number of these areas including Interior Point Methods.
Reviews
From the reviews of the third edition:
“The aim of this book is to present the central concepts of optimization techniques. … the material in this new edition is organized into three separate parts. … this very well-written book is a classic textbook in Optimization. It should be present in the bookcase of each student, researcher, and specialist from the host of disciplines from which practical optimization applications are drawn.” (Jean-Jacques Strodiot, Zentralblatt MATH, Vol. 1207, 2011)Authors and Affiliations
About the authors
Bibliographic Information
Book Title: Linear and Nonlinear Programming
Authors: David G. Luenberger, Yinyu Ye
Series Title: International Series in Operations Research & Management Science
DOI: https://doi.org/10.1007/978-0-387-74503-9
Publisher: Springer New York, NY
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer-Verlag US 2008
Hardcover ISBN: 978-0-387-74502-2Published: 07 July 2008
Softcover ISBN: 978-1-4419-4504-4Published: 19 November 2010
eBook ISBN: 978-0-387-74503-9Published: 20 June 2008
Series ISSN: 0884-8289
Series E-ISSN: 2214-7934
Edition Number: 3
Number of Pages: XIV, 546
Additional Information: Originally published as a monograph
Topics: Operations Research, Management Science, Operations Research/Decision Theory, Optimization, Mathematical Modeling and Industrial Mathematics, Engineering Economics, Organization, Logistics, Marketing, Industrial and Production Engineering