Linear Programming: Foundations and Extensions

Linear Programming: Foundations and Extensions
Author: Robert J. Vanderbei
Publisher: Springer
Total Pages: 440
Release: 1998-03-31
Genre: Business & Economics
ISBN: 0792381416

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This book focuses largely on constrained optimization. It begins with a substantial treatment of linear programming and proceeds to convex analysis, network flows, integer programming, quadratic programming, and convex optimization. Along the way, dynamic programming and the linear complementarity problem are touched on as well. This book aims to be the first introduction to the topic. Specific examples and concrete algorithms precede more abstract topics. Nevertheless, topics covered are developed in some depth, a large number of numerical examples worked out in detail, and many recent results are included, most notably interior-point methods. The exercises at the end of each chapter both illustrate the theory, and, in some cases, extend it. Optimization is not merely an intellectual exercise: its purpose is to solve practical problems on a computer. Accordingly, the book comes with software that implements the major algorithms studied. At this point, software for the following four algorithms is available: The two-phase simplex method The primal-dual simplex method The path-following interior-point method The homogeneous self-dual methods.£/LIST£.


Linear Programming: Foundations and Extensions
Language: en
Pages: 440
Authors: Robert J. Vanderbei
Categories: Business & Economics
Type: BOOK - Published: 1998-03-31 - Publisher: Springer

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This book focuses largely on constrained optimization. It begins with a substantial treatment of linear programming and proceeds to convex analysis, network flo
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Type: BOOK - Published: 2013-07-16 - Publisher: Springer Science & Business Media

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This Fourth Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatmen
Linear Programming
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Categories: Business & Economics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

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This book provides an introduction to optimization. It details constrained optimization, beginning with a substantial treatment of linear programming and procee
Optimization Models
Language: en
Pages: 651
Authors: Giuseppe C. Calafiore
Categories: Business & Economics
Type: BOOK - Published: 2014-10-31 - Publisher: Cambridge University Press

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This accessible textbook demonstrates how to recognize, simplify, model and solve optimization problems - and apply these principles to new projects.
Elementary Linear Programming with Applications
Language: en
Pages: 417
Authors: Bernard Kolman
Categories: Mathematics
Type: BOOK - Published: 2014-05-10 - Publisher: Elsevier

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Elementary Linear Programming with Applications presents a survey of the basic ideas in linear programming and related areas. It also provides students with som