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Evolutionary Computation in Combinatorial Optimization [[electronic resource] ] : 19th European Conference, EvoCOP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings / / edited by Arnaud Liefooghe, Luís Paquete



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Titolo: Evolutionary Computation in Combinatorial Optimization [[electronic resource] ] : 19th European Conference, EvoCOP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings / / edited by Arnaud Liefooghe, Luís Paquete Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Edizione: 1st ed. 2019.
Descrizione fisica: 1 online resource (XIV, 213 p. 55 illus., 32 illus. in color.)
Disciplina: 006.3823
Soggetto topico: Numerical analysis
Algorithms
Artificial intelligence
Computer science—Mathematics
Discrete mathematics
Artificial intelligence—Data processing
Numerical Analysis
Artificial Intelligence
Discrete Mathematics in Computer Science
Data Science
Persona (resp. second.): LiefoogheArnaud
PaqueteLuís
Nota di bibliografia: Includes bibliographical references and index.
Sommario/riassunto: This book constitutes the refereed proceedings of the 19th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* 2019 events EuroGP, EvoMUSART and EvoApplications. The 14 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics to their accurate design and application to both single- and multi-objective combinatorial optimization problems. Fundamental and methodological aspects deal with runtime analysis, the structural properties of fitness landscapes, the study of metaheuristics core components, the clever design of their search principles, and their careful selection and configuration. Applications cover domains such as scheduling, routing, partitioning and general graph problems.
Titolo autorizzato: Evolutionary Computation in Combinatorial Optimization  Visualizza cluster
ISBN: 3-030-16711-9
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 996466276003316
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Serie: Theoretical Computer Science and General Issues, . 2512-2029 ; ; 11452