Johann Dréo, Alain Pétrowski, Patrick Siarry, Eric Taillard

Metaheuristics for Hard Optimization (eBook, PDF)

Methods and Case Studies
Übersetzer: Chatterjee, A.

• Format: PDF

Produktbeschreibung

This text presents a family of advanced methods of optimization called Metaheuristics. It covers a range of topics including simulated annealing, tabu search, evolutionary and genetic algorithms, and ant colony optimization. The book contains various case studies from engineering and operations research, and includes commented literature for each chapter.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 372
• Erscheinungstermin: 16. Januar 2006
• Englisch
• ISBN-13: 9783540309666
• Artikelnr.: 44122191

Autorenporträt

Johann Dréo, Université de Paris XII, Créteil, France / Alain Pétrowski, Inst. National des Télécommunications, Evry, France / Patrick Siarry, Université de Paris XII, Créteil, France / Eric Taillard, EICV, Yverdon-les-Bains, Suisse

Inhaltsangabe

Presentation of the Main Metaheuristics.- Simulated Annealing.- Tabu Search.- Evolutionary Algorithms.- Ant Colony Algorithms.- Variants, Extensions and Methodological Advices.- Some Other Metaheuristics.- Extensions.- Methodology.- Case Studies.- Optimization of UMTS Radio Access Networks with Genetic Algorithms.- Genetic Algorithms Applied to Air Traffic Management.- Constraint Programming and Ant Colonies Applied to Vehicle Routing Problems.