Computational Intelligence in Reliability Engineering New Metaheuristics, Neural and Fuzzy Techniques in Reliability
Innbundet /
2006
/ Engelsk
Product details
ISBN
9783540373711
Published
2006-10-25
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Height
235 mm
Width
155 mm
Age
Research, P, 06
Language
Product language
Engelsk
Format
Product format
Innbundet
Number of pages
14
Edited by
This two volume book covers the recent applications of computational intelli gence techniques in reliability engineering. They have been successfully applied in solving many complex problems where traditional problem solving methods have failed.
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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.
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Presents applications of different metaheuristics (ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization) in reliability engineering Includes chapters devoted to cellular automata and support vector machines and different applications of artificial neural networks Describes different aspects of imprecise reliability and applications of fuzzy and vague set theory Includes supplementary material: sn.pub/extras
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Product details
ISBN
9783540373711
Published
2006-10-25
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Height
235 mm
Width
155 mm
Age
Research, P, 06
Language
Product language
Engelsk
Format
Product format
Innbundet
Number of pages
14
Edited by