A Non-Iterative Reasoning Algorithm for Fuzzy Cognitive Maps based on Type 2 Fuzzy Sets

Alya Al Farsi,Dobrila Petrovic,Faiyaz Doctor

Information Sciences（2023）

引用 6|浏览20

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摘要

•New non-iterative reasoning algorithm for Fuzzy Cognitive Maps (FCMs) is developed.•Weights are generated based on experts surveys and modelled using Type 2 Fuzzy Sets.•Uncertainties in experts’ opinions are aggregated using Interval Agreement Approach.•Sensitivity analysis provides insight into uncertainty propagation in FCMs.

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关键词

Fuzzy Cognitive Map (FCM),Reasoning algorithm,Interval Agreement Approach (IAA),Type 2 Fuzzy Sets (T2FSs),Sensitivity analysis

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