Foundations in Grammatical Evolution for Dynamic Environments

• Main Authors: Dempsey, Ian. (Author), ONeill, Michael. (Author), Brabazon, Anthony. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 194
• Subjects: Engineering.; Artificial intelligence.; Engineering mathematics.; Economics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Economics general.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-00314-1

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...

Table of Contents:

• Introduction
• Grammatical Evolution
• Survey of EC in Dynamic Environments
• GE in Dynamic Environments
• Constant Creation and Adaptation in Grammatical Evolution
• Constant Creation with meta-Grammars
• Controlled Static Trading with GE
• Adaptive Dynamic Trading with GE
• Conclusions and The Future.