Theoretical Aspects of Local Search / Edition 1

Theoretical Aspects of Local Search / Edition 1

ISBN-10:
3540358536
ISBN-13:
9783540358534
Pub. Date:
02/02/2007
Publisher:
Springer Berlin Heidelberg
ISBN-10:
3540358536
ISBN-13:
9783540358534
Pub. Date:
02/02/2007
Publisher:
Springer Berlin Heidelberg
Theoretical Aspects of Local Search / Edition 1

Theoretical Aspects of Local Search / Edition 1

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Overview

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.


Product Details

ISBN-13: 9783540358534
Publisher: Springer Berlin Heidelberg
Publication date: 02/02/2007
Series: Monographs in Theoretical Computer Science. An EATCS Series
Edition description: 2007
Pages: 238
Product dimensions: 6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

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