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Titlebook: Representations for Genetic and Evolutionary Algorithms; Franz Rothlauf Book 2006Latest edition Springer-Verlag Berlin Heidelberg 2006 Evo

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樓主
發(fā)表于 2025-3-21 19:31:44 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Representations for Genetic and Evolutionary Algorithms
編輯Franz Rothlauf
視頻videohttp://file.papertrans.cn/828/827449/827449.mp4
概述A theory of representations is not taken as given, but is developed and applied to real-world problems of commercial importance.Considers basic concepts of representations, such as redundancy, scaling
圖書封面Titlebook: Representations for Genetic and Evolutionary Algorithms;  Franz Rothlauf Book 2006Latest edition Springer-Verlag Berlin Heidelberg 2006 Evo
描述.In the field of genetic and evolutionary algorithms (GEAs), a large amount of theory and empirical study has been focused on operators and test problems, while problem representation has often been taken as given. This book breaks with this tradition and provides a comprehensive overview on the influence of problem representations on GEA performance. The book summarizes existing knowledge regarding problem representations and describes how basic properties of representations, such as redundancy, scaling, or locality, influence the performance of GEAs and other heuristic optimization methods. Using the developed theory, representations can be analyzed and designed in a theory-guided matter. The theoretical concepts are used for solving integer optimization problems and network design problems more efficiently. The book is written in an easy-readable style and is intended for researchers, practitioners, and students who want to learn about representations. This second edition extends the analysis of the basic properties of representations and introduces a new chapter on the analysis of direct representations..
出版日期Book 2006Latest edition
關鍵詞Evolution; GEA; Genetic and Evolutionary Algorithms; Integer Representations; Operator; Optimal Communica
版次2
doihttps://doi.org/10.1007/3-540-32444-5
isbn_softcover978-3-642-06410-4
isbn_ebook978-3-540-32444-7
copyrightSpringer-Verlag Berlin Heidelberg 2006
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發(fā)表于 2025-3-21 23:44:32 | 只看該作者
n in an easy-readable style and is intended for researchers, practitioners, and students who want to learn about representations. This second edition extends the analysis of the basic properties of representations and introduces a new chapter on the analysis of direct representations..978-3-642-06410-4978-3-540-32444-7
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Introduction,ms in the context of production or service processes also increases. As a result, standard, traditional, optimization techniques are often not able to solve these problems of increased complexity with justifiable effort in an acceptable time period. Therefore, to overcome these problems, and to deve
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Analysis and Design of Representations for Trees,. As a result, researchers have proposed a variety of different tree representations with different properties. However, up till now no theory-based analysis exists about how GEA performance is influenced by the different types of tree representations.
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Book 2006Latest edition practitioners, and students who want to learn about representations. This second edition extends the analysis of the basic properties of representations and introduces a new chapter on the analysis of direct representations..
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