Foundations in Grammatical Evolution for Dynamic Environments

• Main Authors: Dempsey, Ian (Author), O’Neill, Michael (Author), Brabazon, Anthony (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 194
• Subjects: Mathematics.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Economics.; Management science.; Applications of Mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Economics, general.

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:

• 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.