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cotta carlos (curatore); van hemert jano (curatore) - recent advances in evolutionary computation for combinatorial optimization

cotta carlos (curatore)

Recent Advances in Evolutionary Computation for Combinatorial Optimization

lingue: Italiano
Prezzo: GRATUITO

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Formato libro:epub.pdf.mobi.fb2
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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer Berlin Heidelberg

Pubblicazione: 10/2010
Edizione: Softcover reprint of hardcover 1st ed. 2008

ISBN:

9783642089732

Condizione: Nuovo
Collana: Studies in Computational Intelligence
Dimensioni: 235 x 155 mm Ø 545 gr
Formato: Brossura
Pagine Arabe: 337
Pagine Romane: xvii

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.

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