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Titlebook: Computational Intelligence in Reliability Engineering; New Metaheuristics, Gregory Levitin Book 2007 Springer-Verlag Berlin Heidelberg 200

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书目名称Computational Intelligence in Reliability Engineering
副标题New Metaheuristics,
编辑Gregory Levitin
视频videohttp://file.papertrans.cn/233/232533/232533.mp4
概述Presents applications of different metaheuristics (ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization) in reliability engineering.Includes chapters d
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Computational Intelligence in Reliability Engineering; New Metaheuristics,  Gregory Levitin Book 2007 Springer-Verlag Berlin Heidelberg 200
描述This two volume book covers the recent applications of computational intelli gence techniques in reliability engineering. Research in the area of computational intelligence is growing rapidly due to the many successful applications of these new techniques in very diverse problems. “Computational Intelligence” covers many fields such as neural networks, fu zzy logic, evolutionary computing, and their hybrids and derivatives. Many indus tries have benefited from adopting this technology. The increased number of patents and diverse range of products devel oped using computational intelligence methods is evidence of this fact. These techniques have attracted increasing attention in recent years for solving many complex problems. They are inspired by nature, biology, statistical tech niques, physics and neuroscience. They have been successfully applied in solving many complex problems where traditional problem solving methods have failed. The book aims to be a repository for the current and cutting edge applications of computational intelligent techniques in reliability analysis and optimization.
出版日期Book 2007
关键词algorithm; algorithms; artificial neural network; automata; fuzzy; heuristics; intelligence; learning; metah
版次1
doihttps://doi.org/10.1007/978-3-540-37372-8
isbn_softcover978-3-642-07219-2
isbn_ebook978-3-540-37372-8Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2007
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Applications of the Cross-Entropy Method in Reliability,o failure. Reliability theory studies the failure behavior of such systems in relation to the failure behavior of their components, which is often easier to analyze. However, even for the most basic reliability models, the overall reliability of the system can be difficult to compute. In this chapte
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Software Reliability Predictions using Artificial Neural Networks,hnique, they want to make sure that it is reliable. However, computer systems are not as reliable as expected, and software has always been a major cause of the problems. With the increasing reliability of hardware and growing complexity of software, the software reliability is a rising concern for
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