Interior Point Techniques in Optimization - Complementarity, Sensitivity and Algorithms (Paperback, Softcover reprint of hardcover 1st ed. 1997)

Operations research and mathematical programming would not be as advanced today without the many advances in interior point methods during the last decade. These methods can now solve very efficiently and robustly large scale linear, nonlinear and combinatorial optimization problems that arise in various practical applications. The main ideas underlying interior point methods have influenced virtually all areas of mathematical programming including: analyzing and solving linear and nonlinear programming problems, sensitivity analysis, complexity analysis, the analysis of Newton's method, decomposition methods, polynomial approximation for combinatorial problems etc. This book covers the implications of interior techniques for the entire field of mathematical programming, bringing together many results in a uniform and coherent way. For the topics mentioned above the book provides theoretical as well as computational results, explains the intuition behind the main ideas, gives examples as well as proofs, and contains an extensive up-to-date bibliography. Audience: The book is intended for students, researchers and practitioners with a background in operations research, mathematics, mathematical programming, or statistics.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Applied Optimization, 6
Release date:	December 2010
First published:	1997
Authors:	B. Jansen
Dimensions:	235 x 155 x 15mm (L x W x T)
Format:	Paperback
Pages:	280
Edition:	Softcover reprint of hardcover 1st ed. 1997
ISBN-13:	978-1-4419-4772-7
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Business & Economics > Business & management > Management & management techniques > Operational research Books > Science & Mathematics > Mathematics > Optimization > General Promotions
LSN:	1-4419-4772-8
Barcode:	9781441947727

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