Configuring ZCS for continuous-valued single-step Boolean problems

Stone, C. and Bull, L. (2009) Configuring ZCS for continuous-valued single-step Boolean problems. Analysis, 2 (3). p. 19. ISSN 0003-2638 Available from: http://eprints.uwe.ac.uk/20680

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Abstract/Description

In this paper we investigate the performance and operation of a Learning Classifier System on problems with real-valued states and a Boolean action space. Specifically, we study aspects of the algorithm and parameter set of the simple strength-based Learning Classifier System used, ZCS. Increased performance is found to result from the use of an update algorithm based on that of NewBoole, an earlier strength-based Learning Classifier System and a new operator, specialize, is introduced and found to be effective in ...

Item Type:Article
Uncontrolled Keywords:Boolean problems, learning classifier system, algorithms
Faculty/Department:Faculty of Environment and Technology > Department of Computer Science and Creative Technologies
ID Code:20680
Deposited By: M. Clarke
Deposited On:25 Jul 2013 10:51
Last Modified:15 Nov 2016 22:20

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