Hybrid Metaheuristics: Powerful Tools for Optimization - Couverture rigide

Blum, Christian; Raidl, Günther R.

 
9783319308821: Hybrid Metaheuristics: Powerful Tools for Optimization
Couverture rigide
ISBN 10 : 3319308823 ISBN 13 : 9783319308821
Editeur : Springer International Publishing AG, 2016

Synopsis

This book explains the most prominent and some promising new, general techniques that combine metaheuristics with other optimization methods. A first introductory chapter reviews the basic principles of local search, prominent metaheuristics, and tree search, dynamic programming, mixed integer linear programming, and constraint programming for combinatorial optimization purposes. The chapters that follow present five generally applicable hybridization strategies, with exemplary case studies on selected problems: incomplete solution representations and decoders; problem instance reduction; large neighborhood search; parallel non-independent construction of solutions within metaheuristics; and hybridization based on complete solution archives.

The authors are among the leading researchers in the hybridization of metaheuristics with other techniques for optimization, and their work reflects the broad shift to problem-oriented rather than algorithm-oriented approaches, enabling faster and more effective implementation in real-life applications. This hybridization is not restricted to different variants of metaheuristics but includes, for example, the combination of mathematical programming, dynamic programming, or constraint programming with metaheuristics, reflecting cross-fertilization in fields such as optimization, algorithmics, mathematical modeling, operations research, statistics, and simulation. The book is a valuable introduction and reference for researchers and graduate students in these domains.

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À propos de l?auteur

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Éditeur
Springer International Publishing AG
Date d'édition
2016
Langue
anglais
ISBN 10 
3319308823
ISBN 13 
9783319308821
Reliure
Relié
Numéro d'édition
1
Nombre de pages
157
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Allemagne

Autres éditions populaires du même titre

9783319809076: Hybrid Metaheuristics: Powerful Tools for Optimization

Edition présentée

ISBN 10 :  3319809075 ISBN 13 :  9783319809076
Editeur : Springer, 2018
Couverture souple