Metaheuristics for Hard Optimization: Methods and Case Studies - Hardcover

Dréo, Johann; Pétrowski, Alain

Hardcover

ISBN 10: 354023022X ISBN 13: 9783540230229

Verlag: Springer, 2005

Inhaltsangabe

Contains case studies from engineering and operations research

Includes commented literature for each chapter

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Metaheuristics for Hard Optimization comprises of three parts. The first part is devoted to the detailed presentation of the four most widely known metaheuristics:

the simulated annealing method,

tabu search,

the evolutionary algorithms,

ant colony algorithms.

Each one of these metaheuristics is actually a family of methods, of which the essential elements are discussed. In the second part, the book presents some other less widespread metaheuristics, then, extensions of metaheuristics and some ways of research are described . The problem of the choice of a metaheuristic is posed and solution methods are discussed. The last part concentrates on three case studies from telecommunications, air traffic control, and vehicle routing.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2005
• Sprache: Englisch
• ISBN 10: 354023022X
• ISBN 13: 9783540230229
• Einband: Tapa dura
• Anzahl der Seiten: 388
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Deutschland