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Theoretical Aspects of Local Search

Specificaties
Paperback, 238 blz. | Engels
Springer Berlin Heidelberg | 0e druk, 2010
ISBN13: 9783642071485
Rubricering
Springer Berlin Heidelberg 0e druk, 2010 9783642071485
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Samenvatting

Local search has been applied successfully to a diverse collection of optimization problems. It's appreciated for its basic conceptual foundation, its general applicability, and its power to serve as a source for new search paradigms. The typical characteristics of combinatorial optimization problems to which local search can be applied, its relation to complexity theory, and the combination with randomized search features have led to a wealth of interesting theoretical results. However, these results are scattered throughout the literature.

This is the first book that presents a large collection of theoretical results in a consistent manner, thus providing the reader with a coherent overview of the achievements obtained so far, but also serving as a source of inspiration for the development of novel results in the challenging field of local search.

Specificaties

ISBN13:9783642071485
Taal:Engels
Bindwijze:paperback
Aantal pagina's:238
Uitgever:Springer Berlin Heidelberg
Druk:0

Inhoudsopgave

Basic Examples.- Indirect Solution Representations.- Properties of Neighborhood Functions.- Performance Guarantees.- Time Complexity.- Metaheuristics.- Asymptotic Convergence of Simulated Annealing.

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        Theoretical Aspects of Local Search