Linear and Nonlinear Programming

Name: Linear and Nonlinear Programming
Price: 74.2 USD
Availability: InStock
ISBN: 9781402075933

ISBN-10: 1402075936

ISBN-13: 9781402075933

Edition: 2nd 2003 (Revised)

Authors: David G. Luenberger

List price: $104.00

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Description:

"Linear and Nonlinear Programming" is considered a classic textbook in Optimization. While it is a classic, it also reflects modern theoretical insights. These insights provide structure to what might otherwise be simply a collection of techniques and results, and this is valuable both as a means for learning existing material and for developing new results. 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. This was a major theme of the first edition of this book and the second edition expands and further…

Book details

List price: $104.00
Edition: 2nd
Copyright year: 2003
Publisher: Springer
Publication date: 9/30/2003
Binding: Hardcover
Pages: 492
Size: 6.25" wide x 9.50" long x 1.25" tall
Weight: 1.584
Language: English




Introduction



Linear Programming



Basic Properties of Linear Programs



The Simplex Method



Duality



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



Lagrange Methods



Mathematical Review



Sets



Matrix Notation



Spaces



Eigenvalues and Quadratic Forms



Topological Concepts



Functions



Convex Sets



Basic Definitions



Hyperplanes and Polytopes



Separating and Supporting Hyperplanes



Extreme Points



Gaussian Elimination


Bibliography


Index