Computational Intelligence in Reliability Engineering New Metaheuristics, Neural and Fuzzy Techniques in Reliability /

This volume contains chapters presenting applications of different metaheuristics (ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization) in reliability engineering. It also includes chapters devoted to cellular automata and support vector machines and...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Levitin, Gregory (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Studies in Computational Intelligence, 40
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Security systems.
Mathematics.
Computational intelligence.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Security Science and Technology.
Applications of Mathematics.
Computational Intelligence.
Acceso en línea:Texto Completo
Descripción
Sumario:This volume contains chapters presenting applications of different metaheuristics (ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization) in reliability engineering. It also includes chapters devoted to cellular automata and support vector machines and different applications of artificial neural networks, a powerful adaptive technique that can be used for learning, prediction and optimization. Several chapters describe different aspects of imprecise reliability and applications of fuzzy and vague set theory.
Descripción Física:XIV, 413 p. online resource.
ISBN:9783540373728
ISSN:1860-9503 ;

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