Computational Intelligence in Reliability Engineering

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Computational Intelligence in Reliability Engineering is written by Gregory Levitin and published by Springer Science & Business Media. It's available with International Standard Book Number or ISBN identification 3540373713 (ISBN 10) and 9783540373711 (ISBN 13).

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.