Introduction to Learning Classifier Systems

• Main Authors: Urbanowicz, Ryan J. (Author), Browne, Will N. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2017.
• Series: SpringerBriefs in Intelligent Systems, Artificial Intelligence, Multiagent Systems, and Cognitive Robotics,
• Subjects: Computer science.; Computers.; Artificial intelligence.; Bioinformatics.; Mathematical optimization.; Computational intelligence.; Control engineering.; Robotics.; Mechatronics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Optimization.; Computational Biology/Bioinformatics.; Control, Robotics, Mechatronics.; Theory of Computation.

This accessible introduction shows the reader how to understand, implement, adapt, and apply Learning Classifier Systems (LCSs) to interesting and difficult problems. The text builds an understanding from basic ideas and concepts. The authors first explore learning through environment interaction, a...