Computational Intelligence in Reliability Engineering: New Metaheuristics, Neural and Fuzzy Techniques in Reliability (Studies in Computational Intelligence, 40) - Hardcover

Hardcover

ISBN 10: 3540373713 ISBN 13: 9783540373711

Publisher: Springer, 2006

Synopsis

This volume includes chapters presenting applications of different metaheuristics in reliability engineering, including ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization. It also presents chapters devoted to cellular automata and support vector machines, and applications of artificial neural networks, a powerful adaptive technique that can be used for learning, prediction and optimization. Several chapters describe aspects of imprecise reliability and applications of fuzzy and vague set theory.

About this title

From the Back Cover

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.

Edition details

• Publisher: Springer
• Publication date: 2006
• Language: English
• ISBN 10: 3540373713
• ISBN 13: 9783540373711
• Binding: Hardcover
• Number of pages: 427
• Editor: Levitin Gregory