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Titlebook: Differential Evolution; A Practical Approach Kenneth V. Price,Rainer M. Storn,Jouni A. Lampinen Textbook 2005 Springer-Verlag Berlin Heidel

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书目名称Differential Evolution
副标题A Practical Approach
编辑Kenneth V. Price,Rainer M. Storn,Jouni A. Lampinen
视频videohttp://file.papertrans.cn/279/278712/278712.mp4
概述Depth of coverage. In-depth analysis of DE by its original creators that is not available elsewhere.Expanded problem domains. Hands-on advice on how to apply DE to unconstrained, constrained, continuo
丛书名称Natural Computing Series
图书封面Titlebook: Differential Evolution; A Practical Approach Kenneth V. Price,Rainer M. Storn,Jouni A. Lampinen Textbook 2005 Springer-Verlag Berlin Heidel
描述.Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they involve constrained functions having many local optima and interacting, mixed-type variables..The differential evolution (DE) algorithm is a practical approach to global numerical optimization which is easy to understand, simple to implement, reliable, and fast. Packed with illustrations, computer code, new insights, and practical advice, this volume explores DE in both principle and practice. It is a valuable resource for professionals needing a proven optimizer and for students wanting an evolutionary perspective on global numerical optimization..
出版日期Textbook 2005
关键词Design; Differential evolution; Evolutionary computation; Genetic Algorithms; Global optimization; Numeri
版次1
doihttps://doi.org/10.1007/3-540-31306-0
isbn_softcover978-3-642-42416-8
isbn_ebook978-3-540-31306-9Series ISSN 1619-7127 Series E-ISSN 2627-6461
issn_series 1619-7127
copyrightSpringer-Verlag Berlin Heidelberg 2005
The information of publication is updating

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Genetic Algorithms and Related Techniques for Optimizing Si-H Clusters: A Merit Analysis for Differeh the previous studies of these clusters where other tight-binding models, simple genetic algorithms and simulated annealing were used. Also, some specific advantages of DE over the other techniques have been identified and highlighted in this study.
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Optimization of an Industrial Compressor Supply Systemproduce non-intuitive solutions. Data representing 4060 unique industrial plants is presented to demonstrate the effect of various settings of ., ., and population size on convergence rates. The performance of MDE was verified using test cases with known solutions in order to obtain 100% certainty of the results presented here.
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FIWIZ — A Versatile Program for the Design of Digital Filters Using Differential Evolutionwith emphasis on objective function design and achieving computational efficiency is explained. Some design examples are presented to show results that have been achieved with the current implementation of FIWIZ.
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