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Computational Intelligence in Reliability Engineering (Studies in Computational Intelligence): Gregory Levitin
Springer | ISBN: 3540373713 | 2006-11-16 | PDF (OCR) | 427 pages | 80.2 Mb
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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