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.
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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.
Imprint | Springer-Verlag |
Country of origin | Germany |
Series | Studies in Computational Intelligence, 40 |
Release date | October 2006 |
Availability | Expected to ship within 10 - 15 working days |
First published | 2007 |
Editors | Gregory Levitin |
Dimensions | 235 x 155 x 30mm (L x W x T) |
Format | Hardcover |
Pages | 413 |
Edition | 2007 ed. |
ISBN-13 | 978-3-540-37371-1 |
Barcode | 9783540373711 |
Categories | |
LSN | 3-540-37371-3 |