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Computational Intelligence in Reliability Engineering

Name: Computational Intelligence in Reliability Engineering
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01652383
Price: 145.09 EUR
Availability: InStock
Author: Gregory Levitin
ISBN: 9783642072192

New Metaheuristics, Neural and Fuzzy Techniques in Reliability

Gregory Levitin

Jezik

Angleščina

Knjiga Mehka

Koda Libristo: 01652383

Založba Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, november 2010

This volume includes chapters presenting applications of different metaheuristics in reliability eng... Celoten opis

Koda Libristo: 01652383

353 b

145.09 €

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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.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.