书目名称 | Foundations in Grammatical Evolution for Dynamic Environments |
编辑 | Ian Dempsey,Michael O’Neill,Anthony Brabazon |
视频video | http://file.papertrans.cn/347/346862/346862.mp4 |
概述 | Reports recent research results of Grammatical Evolution in Dynamic Environments |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | .Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments....‘Foundations in Grammatical Evolution for Dynamic Environments‘ is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series....The book was written to be accessible to a wide audience and should be of interest to practitioners, academic |
出版日期 | Book 2009 |
关键词 | Computational Finance; Computational Intelligence; Computer-Aided Design (CAD); Dynamic Environments; Ev |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-00314-1 |
isbn_softcover | 978-3-642-10140-3 |
isbn_ebook | 978-3-642-00314-1Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | Springer-Verlag Berlin Heidelberg 2009 |