ENGLISH

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

By Gregory Levitin

Book information

Publisher
Springer
Year
2006
ISBN
9783540373711, 3-540-37371-3, 3-540-33456-4, 3-540-33458-0
Open Library ID
OL9056462M
Language
english
Format
PDF
Filesize
12 MB (12231605 bytes)
Series
Studies in Computational Intelligence
Edition
1
Pages
427\427
Library
Springer
Time added
2009-08-06 07:02:15

Description

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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