Linear and Nonlinear Programming

Name: Linear and Nonlinear Programming
Author: David G. Luenberger

Gebonden Engels 2008 3e druk 9780387745022

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Samenvatting

This third edition of the classic textbook in Optimization has been fully revised and updated. It comprehensively covers modern theoretical insights in this crucial computing area, and will be required reading for analysts and operations researchers in a variety of fields. The book connects the purely analytical character of an optimization problem, and the behavior of algorithms used to solve it. Now, the third edition has been completely updated with recent Optimization Methods. The book also has a new co-author, Yinyu Ye of California’s Stanford University, who has written lots of extra material including some on Interior Point Methods.

Specificaties

ISBN13:9780387745022

Taal:Engels

Bindwijze:gebonden

Aantal pagina's:546

Uitgever:Springer US

Druk:3

Hoofdrubriek:Inkoop en logistiek, Inkoop en logistiek

Serie:International Series in Operations Research & Management Science

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Inhoudsopgave

Linear Programming.- Basic Properties of Linear Programs.- The Simplex Method.- Duality.- Interior-Point Methods.- Transportation and Network Flow Problems.- Unconstrained Problems.- Basic Properties of Solutions and Algorithms.- Basic Descent Methods.- Conjugate Direction Methods.- Quasi-Newton Methods.- Constrained Minimization.- Constrained Minimization Conditions.- Primal Methods.- Penalty and Barrier Methods.- Dual and Cutting Plane Methods.- Primal-Dual Methods.