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Modelling niches of arbitrary shape in genetic algorithms using Niche Linkage in the Dynamic Niche Clustering framework

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Gan, J. and Warwick, K. (2002) Modelling niches of arbitrary shape in genetic algorithms using Niche Linkage in the Dynamic Niche Clustering framework. In: Congress on evolutionary computation: CEC '02, 12 May 2002, Honolulu, HI, USA, pp. 43-48.

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To link to this article DOI: 10.1109/CEC.2002.1006207

Abstract/Summary

We present some additions to a fuzzy variable radius niche technique called Dynamic Niche Clustering (DNC) (Gan and Warwick, 1999; 2000; 2001) that enable the identification and creation of niches of arbitrary shape through a mechanism called Niche Linkage. We show that by using this mechanism it is possible to attain better feature extraction from the underlying population.

Item Type:Conference or Workshop Item (Paper)
Refereed:Yes
Divisions:Faculty of Science > School of Systems Engineering
ID Code:21610
Uncontrolled Keywords:clustering algorithms, convergence, couplings, cybernetics, feature extraction, gallium nitride, genetic algorithms, multi-stage noise shaping, performance analysis, shape
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