Anticipation mappings for learning classifier systems
(2007)
Presentation / Conference Contribution
Outputs (17)
A genetic approach to search for glider guns in cellular automata (2007)
Presentation / Conference Contribution
Toward a better understanding of rule initialisation and deletion (2007)
Presentation / Conference Contribution
A number of heuristics have been used in Learning Classifier Systems to initialise parameters of new rules, to adjust fitness of parent rules when they generate offspring, and to select rules for deletion. Some have not been studied in the literature... Read More about Toward a better understanding of rule initialisation and deletion.
Learning classifier system ensembles with rule-sharing (2007)
Journal Article
This paper presents an investigation into exploiting the population-based nature of learning classifier systems (LCSs) for their use within highly parallel systems. In particular, the use of simple payoff and accuracy-based LCSs within the ensemble m... Read More about Learning classifier system ensembles with rule-sharing.
Towards the coevolution of cellular automata controllers for chemical computing with the B-Z reaction (2007)
Presentation / Conference Contribution
Improving the human readability of features constructed by genetic programming (2007)
Presentation / Conference Contribution
Towards clustering with XCS (2007)
Presentation / Conference Contribution
Mining breast cancer data with XCS (2007)
Presentation / Conference Contribution
Ycsc: a modified clustering technique based on lcs (2007)
Journal Article
This paper presents a novel approach to clustering using a simple accuracy-based Learning Classifier System with a modification to the original YCS fitness function has been found to improve the identification of less-separated data sets. Our approac... Read More about Ycsc: a modified clustering technique based on lcs.
A learning classifier system approach to the identification of cellular automata (2007)
Journal Article