article · 2002

Connectionist Learning Classifier System

Alexey Vasilyev Transport, Alexey Vasilyev

Cited by 0Abstract and details only

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&apos;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.

Cite this paper

APA 7

Transport, A. V., & Vasilyev, A. (2002). Connectionist Learning Classifier System.

MLA 9

Transport, Alexey Vasilyev, and Alexey Vasilyev. “Connectionist Learning Classifier System.” 2002.

Chicago

Transport, Alexey Vasilyev, and Alexey Vasilyev. 2002. “Connectionist Learning Classifier System.”

Harvard

Transport, A.V. and Vasilyev, A. (2002) ‘Connectionist Learning Classifier System’.

BibTeX

@article{transport2002connectionist,
  title = {{Connectionist Learning Classifier System}},
  author = {Transport, Alexey Vasilyev and Vasilyev, Alexey},
  year = {2002}
}

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