Linear programming : foundations and extensions /

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Bibliographic Details
Author / Creator:Vanderbei, Robert J.
Edition:4th ed.
Imprint:New York : Springer, c2014.
Description:1 online resource : ill.
Language:English
Series:International series in operations research & management science ; v.196
International series in operations research & management science ; v.196.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/9853078
Hidden Bibliographic Details
ISBN:9781461476306 (electronic bk.)
1461476305 (electronic bk.)
9781461476290
Notes:Includes bibliographical references and index.
Description based on online resource; title from PDF title page (SpringerLink, viewed July 25, 2013).
Summary:This Fourth Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatment of linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimization. Readers will discover a host of practical business applications as well as non-business applications. Topics are clearly developed with many numerical examples worked out in detail. Specific examples and concrete algorithms precede more abstract topics. With its focus on solving practical problems, the book features free C programs to implement the major algorithms covered, including the two-phase simplex method, primal-dual simplex method, path-following interior-point method, and homogeneous self-dual methods. In addition, the author provides online JAVA applets that illustrate various pivot rules and variants of the simplex method, both for linear programming and for network flows. These C programs and JAVA tools can be found on the book's website. The website also includes new online instructional tools and exercises.