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Titlebook: Evolutionary Algorithms and Chaotic Systems; Ivan Zelinka,Sergej Celikovsky,Guanrong Chen Book 2010 Springer-Verlag Berlin Heidelberg 2010

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发表于 2025-3-21 16:53:42 | 显示全部楼层 |阅读模式
书目名称Evolutionary Algorithms and Chaotic Systems
编辑Ivan Zelinka,Sergej Celikovsky,Guanrong Chen
视频video
概述Puts together for the first time applications of Evolutionary Algorithms for the detection, evaluation, synthesis, mimic and control of chaotic systems.Presents a very compact and highly evaluated bun
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Evolutionary Algorithms and Chaotic Systems;  Ivan Zelinka,Sergej Celikovsky,Guanrong Chen Book 2010 Springer-Verlag Berlin Heidelberg 2010
描述This book discusses the mutual intersection of two interesting fields of research, i.e. deterministic chaos and evolutionary computation. Evolutionary computation which are able to handle tasks such as control of various chaotic systems and synthesis of their structure are explored, while deterministic chaos is investigated as a behavioral part of evolutionary algorithms..This book is targeted for a number of audiences. Firstly, it will be an instructional material for senior undergraduate and entry-point graduate students in computer science, physics, applied mathematics, and engineering, who are working in the area of deterministic chaos and evolutionary algorithms. Secondly, researchers who desire to know how to apply evolutionary techniques on chaos control as well as researchers interested in the emergence of chaos in evolutionary algorithms will find this book a very useful tool and starting point. And finally, this book can be viewed as a resource handbook and material for practitioners who want to apply these methods that solve practical problems to their challenging applications.
出版日期Book 2010
关键词algorithms; behavior; chaos theory; computer; computer science; control; cryptography; deterministic chaos;
版次1
doihttps://doi.org/10.1007/978-3-642-10707-8
isbn_softcover978-3-642-26255-5
isbn_ebook978-3-642-10707-8Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2010
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Evolutionary Algorithms and Chaotic Systems978-3-642-10707-8Series ISSN 1860-949X Series E-ISSN 1860-9503
发表于 2025-3-22 10:13:46 | 显示全部楼层
Erwachsenenbildung in der Modernechapter, general evolutionary techniques are first reviewed, including the so-called evolvable hardware, with some selected examples of their applications. Then, motivation of studying chaotic systems as an interesting application domain for evolutionary algorithms is provided with brief discussions.
发表于 2025-3-22 15:48:45 | 显示全部楼层
Janusz Surzykiewicz,Kathrin Maierutomata and its unique ordered and chaotic behavior is discussed. The expansion of this approach to genetics and random networks by Kauffman is described with a brief analogy provided of chaos in evolutionary algorithms in terms of stagnation.
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,Überblick über die historische Entwicklung,inistic chaos control. This work is aimed on explanation of how to use evolutionary algorithms (EAs) and how to properly define the cost function (CF). It is also focused on selection of control method and, the explanation of all possible problems with optimization which comes together in such a difficult task, which is chaos control.
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https://doi.org/10.1007/978-3-031-53152-1 population is developed, which is used to induce and retain diversity in a metaheuristic population. Simulation is done with Genetic Algorithm, Differential Evolution and Self-Organizing Migrating Algorithm on the combinatorial problem of Quadratic Assignment with promising results.
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Die Realisierung des Lag-Lead-Gliedes /3,5/,e previous chapters, this research is very promising. In this chapter, we would like to offer a few exciting and realistic ideas and opinions for possible future directions of research and development on chaos and evolutionary techniques.
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