Foundations of Learning Classifier Systems
Download or Read eBook Foundations of Learning Classifier Systems PDF written by Larry Bull and published by Springer Science & Business Media. This book was released on 2005-07-22 with total page 354 pages. Available in PDF, EPUB and Kindle.
Author | : Larry Bull |
Publisher | : Springer Science & Business Media |
Total Pages | : 354 |
Release | : 2005-07-22 |
ISBN-10 | : 3540250735 |
ISBN-13 | : 9783540250739 |
Rating | : 4/5 (35 Downloads) |
Book Synopsis Foundations of Learning Classifier Systems by : Larry Bull
Book excerpt: This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.