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  Connectionist Learning Classifier System [1 citations — 0 self]

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by Alexey Vasilyev
In Proc. of Traditional And Innovations In Sustainable Development Of Society, Rezekne
http://www.ai.tsi.lv/publications/../download/publications/Vasilyev-RU2002.ps.gz
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Abstract:

Abstract: Impetuous development of artificial neural networks makes it possible to transfer many ideas from this area into adjacent areas. This work investigates an opportunity of mapping learning classifier systems (LCS) into artificial neural networks (ANN). Possible learning types for hybrid connectionist classifier system (CLCS) for multi-step problems are derived. Transformation's opportunity of the existing LCS into CLCS is shown. Heuristic LCS and CLCS comparisons in the dynamic environment show superiority of CLCS over LCS.

Citations

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