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.
| ISBN: | 9783642064135 |
| Publication date: | 25th November 2010 |
| Author: | Larry Bull, Tim Kovacs |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Paperback |
| Pagination: | 336 pages |
| Series: | Studies in Fuzziness and Soft Computing |
| Genres: |
Maths for engineers Computational biology / bioinformatics Applied mathematics Artificial intelligence |