Articles liés à Parameter Setting in Evolutionary Algorithms
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One of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically these are specified before the algorithm is run and include population size, selection rate, operator probabilities, not to mention the representation and the operators themselves. This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions. The book covers a broad area of evolutionary computation, including genetic algorithms, evolution strategies, genetic programming, estimation of distribution algorithms, and also discusses the issues of specific parameters used in parallel implementations, multi-objective evolutionary algorithms, and practical consideration for real-world applications. It is a recommended read for researchers and practitioners of evolutionary computation and heuristic methods.
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- ÉditeurSpringer
- Date d'édition2010
- ISBN 10 3642088929
- ISBN 13 9783642088926
- ReliureBroché
- Langueanglais
- Nombre de pages332
- ÉditeurLobo F.J., Lima Cláudio F., Michalewicz Zbigniew
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Parameter Setting in Evolutionary Algorithms
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Springer, 2010
ISBN 10 : 3642088929
ISBN 13 : 9783642088926
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Parameter Setting in Evolutionary Algorithms (Studies in Computational Intelligence, 54)
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Parameter Setting in Evolutionary Algorithms
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Recent advances in evolutionary algorithmsOne of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically thes. N° de réf. du vendeur 5047918
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Parameter Setting in Evolutionary Algorithms
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ISBN 10 : 3642088929
ISBN 13 : 9783642088926
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -One of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically these are specified before the algorithm is run and include population size, selection rate, operator probabilities, not to mention the representation and the operators themselves. This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions. The book covers a broad area of evolutionary computation, including genetic algorithms, evolution strategies, genetic programming, estimation of distribution algorithms, and also discusses the issues of specific parameters used in parallel implementations, multi-objective evolutionary algorithms, and practical consideration for real-world applications. It is a recommended read for researchers and practitioners of evolutionary computation and heuristic methods. 332 pp. Englisch. N° de réf. du vendeur 9783642088926
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Parameter Setting in Evolutionary Algorithms
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Springer Berlin Heidelberg, 2010
ISBN 10 : 3642088929
ISBN 13 : 9783642088926
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - One of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically these are specified before the algorithm is run and include population size, selection rate, operator probabilities, not to mention the representation and the operators themselves. This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions. The book covers a broad area of evolutionary computation, including genetic algorithms, evolution strategies, genetic programming, estimation of distribution algorithms, and also discusses the issues of specific parameters used in parallel implementations, multi-objective evolutionary algorithms, and practical consideration for real-world applications. It is a recommended read for researchers and practitioners of evolutionary computation and heuristic methods. N° de réf. du vendeur 9783642088926
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Parameter Setting in Evolutionary Algorithms (Studies in Computational Intelligence, 54)
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Parameter Setting in Evolutionary Algorithms (Studies in Computational Intelligence)
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