Linear and Nonlinear Programming
Softcover reprint of hardcover 3rd ed. 2008
Book Details
Format
Paperback / Softback
ISBN-10
1441945040
ISBN-13
9781441945044
Edition
Softcover reprint of hardcover 3rd ed. 2008
Publisher
Springer-Verlag New York Inc.
Imprint
Springer-Verlag New York Inc.
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 19th, 2010
Print length
546 Pages
Weight
792 grams
Dimensions
23.10 x 16.10 x 2.90 cms
Ksh 12,600.00
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One major insight of this type is the connection between the purely analytical character of an optimization problem, expressed perhaps by properties of the necessary conditions, and the behavior of algorithms used to solve a problem.
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.
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