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Vanderbei, Robert J.

Linear programming : foundations and extensions / [electronic resource] Robert J. Vanderbei - Fourth edition - New York : Springer, 2014 - 1 online resource : illustrations - International series in operations research & management science ; v.196 . - International series in operations research & management science ; v.196. .

Includes bibliographical references and index

The Simplex Method -- Degeneracy -- Efficiency of the Simplex Method -- Duality Theory -- The Simplex Method in Matrix Notation -- Sensitivity and Parametric Analyses -- Implementation Issues -- Problems in General Form -- Convex Analysis -- Game Theory -- Regression -- Financial Applications -- Network-Type Problems -- Applications -- Structural Optimization -- A Path-Following Method -- The KKT System -- Quadratic Programming --Implementation Issues -- The Affine-Scaling Method -- The Homogeneous Self-Dual Method -- Integer Programming -- Convex Programming

ISBN: 9781461476306 (E-book)

Subjects--Topical Terms:
LINEAR PROGRAMMING
MATHEMATICAL OPTIMIZATION

LC Class. No.: T 57.74 / V36L 2014