Computational Intelligence in Reliability Engineering
Author: Gregory Levitin
Publisher: Springer
Published: 2007-01-10
Total Pages: 428
ISBN-13: 3540373721
DOWNLOAD EBOOKThis 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.