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Handbook of applied optimization

Author: P M Pardalos; Mauricio G C Resende
Publisher: Oxford ; New York : Oxford University Press, ©2002.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This text focuses on the algorithmic and computational aspects of optimization, particularly the methods for solving a wide range of decision-making problems. It covers optimization problems in a  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: P M Pardalos; Mauricio G C Resende
ISBN: 0195125940 9780195125948
OCLC Number: 123106996
Description: xviii, 1095 pages : illustrations ; 27 cm
Contents: Part one: Algorithms. Linear programming --
Semidefinite programming --
Combinatorial optimization --
Quadratic programming --
Nonlinear programming --
Deterministic global optimization and its applicatons --
Decomposition methods for mathematical programming --
Network optimization --
Integer programming --
Artificial neural networks in optimization and applications --
Stochastic programming --
Hierarchical optimization --
Complementary and related problems --
Data envelopment analysis --
Parallel algorithms in optimization --
Randomization in discrete optimizing: annealing algorithms --
Part two: Applications. Problem types --
Application areas --
Part three: Software. Optimization modeling languages --
Optimization software packages --
Optimization software libraries --
Optimization test problem libraries --
Parallel computing environments --
Experimental analysis of optimzation algorithms --
Object-oriented programming --
Optimzation and the Internet.
Responsibility: edited by Panos M. Pardalos and Mauricio G.C. Resende.

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