Generalized fuzzy cognitive maps: a new extension of fuzzy cognitive maps
نویسندگان
چکیده
منابع مشابه
Generalized fuzzy cognitive maps: a new extension of fuzzy cognitive maps
A fuzzy cognitive maps (FCM) is a cognitive map within the relations between the elements. FCM has been widely used in many applications such as experts system and knowledge engineering. However, classical FCM is inherently short of sufficient capability of representing and aggregating uncertain information. In this paper, generalized FCM (GFCM) is proposed based on genetic algorithm and interv...
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Fuzzy Cognitive Maps (FCMs) have been proposed to represent causal reasoning by using numeric processing. They graphically represent uncertain causal reasoning. In the resonant states, there emerges a limit cycle or a hidden pattern, which is a FCM inference. However, there are some shortcomings concerned with knowledge representation in the conventional FCMs. In this paper, we propose Extended...
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The information abstracted by humans and quite complex processes, are usually imprecise or approximate. The adopted modelling strategy is usually imprecise in nature, with no or partial knowledge of the problem, and generally expressed in linguistic terms. Thus, the use of Fuzzy Logic can help solving the ambiguities and vagueness usually faced in this kind of problems. Soft computing technique...
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ژورنال
عنوان ژورنال: International Journal of System Assurance Engineering and Management
سال: 2016
ISSN: 0975-6809,0976-4348
DOI: 10.1007/s13198-016-0444-0