Uncertainty Propagation in Fuzzy Grey Cognitive Maps With Hebbian-Like Learning Algorithms.

IEEE Transactions on Cybernetics(2019)

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摘要
This paper is focused on an innovative fuzzy cognitive maps extension called fuzzy grey cognitive maps (FGCMs). FGCMs are a mixture of fuzzy cognitive maps and grey systems theory. These have become a useful framework for facing problems with high uncertainty, under discrete small and incomplete datasets. This paper deals with the problem of uncertainty propagation in FGCM dynamics with Hebbian le...
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关键词
Uncertainty,Heuristic algorithms,Hebbian theory,Proposals,Machine learning algorithms,Cybernetics
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