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.
- ISBN:
- 9783642072192
- 9783642072192
-
Category:
- Maths for engineers
- Format:
- Paperback
- Publication Date:
-
17-11-2010
- Language:
- English
- Publisher:
- Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
- Country of origin:
- Germany
- Pages:
- 413
- Dimensions (mm):
- 235x155x22mm
- Weight:
- 0.65kg
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