ISBN: 9783642623868 - advances in evolutionary computing: theory and applications (9 risultati)

Taschenbuch. Condizione: Neu. Advances in Evolutionary Computing | Theory and Applications | Ashish Ghosh (u. a.) | Taschenbuch | Natural Computing Series | 2 Taschenbücher | Englisch | 2012 | Springer | EAN 9783642623868 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. …

Condizione: New. pp. xxxii + 1005.

Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - The term evolutionary computing refers to the study of the foundations and applications of certain heuristic techniques based on the principles of natural evolution; thus the aim of designing evolutionary algorithms (EAs) is to mimic some of the processes taking place in natural evolution. These algo rithms are classified into three main categories, depending more on historical development than on major functional techniques. In fact, their biological basis is essentially the same. Hence EC = GA uGP u ES uEP EC = Evolutionary Computing GA = Genetic Algorithms,GP = Genetic Programming ES = Evolution Strategies,EP = Evolutionary Programming Although the details of biological evolution are not completely understood (even nowadays), there is some strong experimental evidence to support the following points: - Evolution is a process operating on chromosomes rather than on organ isms. - Natural selection is the mechanism that selects organisms which are well adapted to the environment toreproduce more often than those which are not. - The evolutionary process takes place during the reproduction stage that includes mutation (which causes the chromosomes of offspring to be dif ferent from those of the parents) and recombination (which combines the chromosomes of the parents to produce the offspring). Based upon these features, the previously mentioned three models of evolutionary computing were independently (and almost simultaneously) de veloped. An evolutionary algorithm (EA) is an iterative and stochastic process that operates on a set of individuals (called a population).…

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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world. 1044 pp. Englisch.…

Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. State of the art of theory and applications in Evolutionary Algorithms Contributions by established researchers in the field Well-balanced between theory and applicationsState of the art of theory and applications in Evolutionary Algorithms Contribut.…

Condizione: New. Print on Demand pp. xxxii + 1005.

Condizione: New. PRINT ON DEMAND pp. xxxii + 1005.