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Programming Evolutionary Algorithms and Chaotic Systems

Posted on 2010-03-27




Name:Programming Evolutionary Algorithms and Chaotic Systems
ASIN/ISBN:3642107060
Language:English
File size:33.2 Mb
Publish Date: 2010
ISBN: 3642107060
Pages: 560 pages
File Type: PDF
File Size: 33,2 MB
Other Info: Springer
   Programming Evolutionary Algorithms and Chaotic Systems

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Ivan Zelinka, Sergej Celikovský, Hendrik Richter, Guanrong Chen, "Evolutionary Algorithms and Chaotic Systems"

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.

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