Buch, Englisch, Band 196, 414 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 6555 g
Reihe: International Series in Operations Research Management Science
Foundations and Extensions
Buch, Englisch, Band 196, 414 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 6555 g
Reihe: International Series in Operations Research Management Science
ISBN: 978-1-4899-7376-4
Verlag: Springer-Verlag New York Inc.
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Introduction.- 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.- The Central Path.- A Path-Following Method.- The KKT System.- Implementation Issues.- The Affine-Scaling Method.- The Homogeneous Self-Dual Method.- Integer Programming.- Quadratic Programming.- Convex Programming.