Recent Advances in Evolutionary Computation for Combinatorial Optimization

Carlos Cotta, Jano Van Hemert (Herausgeber)

Buch | Hardcover
XVII, 337 Seiten
2008 | 2008
Springer Berlin (Verlag)
978-3-540-70806-3 (ISBN)

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Recent Advances in Evolutionary Computation for Combinatorial Optimization -
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Combinatorial optimisation is a ubiquitous discipline whose usefulness spans vast applications domains. The intrinsic complexity of most combinatorial optimisation problems makes classical methods unaffordable in many cases. To acquire practical solutions to these problems requires the use of metaheuristic approaches that trade completeness for pragmatic effectiveness. Such approaches are able to provide optimal or quasi-optimal solutions to a plethora of difficult combinatorial optimisation problems.

The application of metaheuristics to combinatorial optimisation is an active field in which new theoretical developments, new algorithmic models, and new application areas are continuously emerging. This volume presents recent advances in the area of metaheuristic combinatorial optimisation, with a special focus on evolutionary computation methods. Moreover, it addresses local search methods and hybrid approaches. In this sense, the book includes cutting-edge theoretical, methodological, algorithmic and applied developments in the field, from respected experts and with a sound perspective.

Part I Theory and Methodology.- Part II Hybrid Approaches.- Part III Constrained Problems.- Part IV Scheduling.- Part V Routing and Travelling Salesman Problems.

Erscheint lt. Verlag 26.8.2008
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo XVII, 337 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 695 g
Themenwelt Informatik Weitere Themen CAD-Programme
Technik
Schlagworte algorithm • algorithms • Combinational Optimization • combinatorial optimization • Complexity • Computational Intelligence • evolutionary algorithm • Evolutionary Computing • Genetic algorithms • Metaheuristic • Optimization • Permutation • Scala • Scheduling
ISBN-10 3-540-70806-5 / 3540708065
ISBN-13 978-3-540-70806-3 / 9783540708063
Zustand Neuware
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