Theoretical Aspects of Local Search
by
 
Michiels, Wil. author.

Title
Theoretical Aspects of Local Search

Author
Michiels, Wil. author.

ISBN
9783540358541

Personal Author
Michiels, Wil. author.

Physical Description
VIII, 238 p. 70 illus. online resource.

Series
Monographs in Theoretical Computer Science, An EATCS Series,

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

Abstract
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.

Subject Term
Computer science.
 
Information theory.
 
Computer software.
 
Artificial intelligence.
 
Mathematical optimization.
 
Mathematics of Computing.
 
Algorithm Analysis and Problem Complexity.
 
Theory of Computation.
 
Artificial Intelligence (incl. Robotics).
 
Optimization.
 
Operations Research/Decision Theory.

Added Author
Korst, Jan.
 
Aarts, Emile.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
http://dx.doi.org/10.1007/978-3-540-35854-1


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book511328-1001QA76.9 .M35Online Springer