This paper describes a soft computing technique for modelling and controlling systems, Fuzzy Cognitive Maps. The description, representation and models of FCM are examined thoroughly, a FCM model is proposed and their characteristics and advantages are presented, and a development algorithm is described. Fuzzy Cognitive Maps and similar soft computing techniques may contribute to develop more sophisticated systems.
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