New approach for extracting knowledge from the XCS learning classifier system

  • Authors:
  • Faten Kharbat;Mohammed Odeh;Larry Bull

  • Affiliations:
  • (Correspd. Faten@zpu.edu.jo) School of Computer Science, Zarqa Private University, Zarqa, Jordan;Center for Complex Cooperation Systems, University of the West of England, Bristol BS16 1QY, UK;School of Computer Science, University of the West of England, Bristol BS16 1QY, UK

  • Venue:
  • International Journal of Hybrid Intelligent Systems
  • Year:
  • 2007

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Abstract

Designing an effective learning algorithm to find the best rule and optimal structure is a major problem in building fuzzy controllers. This paper contributes a new alternative for the synthesis of Takagi-Sugeno fuzzy logic controller with reduced rule ...