On the use of rule-sharing in learning classifier system ensembles

Bull, L, Studley, M, Bagnall, AJ and Whittley, IM (2005) On the use of rule-sharing in learning classifier system ensembles. In: 2005 Congress on Evolutionary Computation, 2005-09-05.

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Abstract

This paper presents an investigation into exploiting the population-based nature of learning classifier systems for their use within highly-parallel systems. In particular, the use of simple accuracy-based learning classifier systems within the ensemble machine approach is examined. Results indicate that inclusion of a rule migration mechanism inspired by parallel genetic algorithms is an effective way to improve learning speed

Item Type:	Conference or Workshop Item (Paper)
Faculty \ School:	Faculty of Science > School of Computing Sciences
UEA Research Groups:	Faculty of Science > Research Groups > Data Science and Statistics
Depositing User:	Vishal Gautam
Date Deposited:	18 Jul 2011 13:54
Last Modified:	23 Oct 2022 23:43
URI:	https://ueaeprints.uea.ac.uk/id/eprint/22529
DOI:	10.1109/CEC.2005.1554739

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