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 |  |
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 |
doi | https://doi.org/10.1007/978-3-642-10707-8 |
isbn_softcover | 978-3-642-26255-5 |
isbn_ebook | 978-3-642-10707-8Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | Springer-Verlag Berlin Heidelberg 2010 |