Fuzzy numbers for the improvement of causal knowledge representation in fuzzy cognitive maps

  • Authors:
  • Otto X. Cordero;Enrique Peláez

  • Affiliations:
  • Information Technology Center - ESPOL, Edificio 37, Campus Gustavo Galindo, Km 30.5 via Perimetral;Information Technology Center - ESPOL, Edificio 37, Campus Gustavo Galindo, Km 30.5 via Perimetral

  • Venue:
  • Eighteenth national conference on Artificial intelligence
  • Year:
  • 2002

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Abstract

We present an extension of the fuzzy cognitive map knowledge representation, based on fuzzy numbers, to improve the management of uncertainty related to linguistic expressions. In this regard, we also review the fuzzy causal algebra and outline the opportunities for applications.