Design of fuzzy cognitive maps using neural networks for predicting chaotic time series

As a powerful paradigm for knowledge representation and a simulation mechanism applicable to numerous research and application fields, Fuzzy Cognitive Maps (FCMs) have attracted a great deal of attention from various research communities. However, the traditional FCMs do not provide efficient method...

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Veröffentlicht in:	Neural networks 2010-12, Vol.23 (10), p.1264-1275
Hauptverfasser:	Song, H.J., Miao, C.Y., Shen, Z.Q., Roel, W., Maja, D.H., Francky, C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Applied sciences Artificial Intelligence Causality Cognitive maps Computer science control theory systems Computer Simulation Connectionism. Neural networks Exact sciences and technology Fuzzy Fuzzy cognitive maps Fuzzy Logic Fuzzy set theory Inference from stochastic processes time series analysis Learning Mathematical models Mathematics Membership function Mutual subsethood Neural networks Neural Networks (Computer) Pattern Recognition, Automated Probability and statistics Problem Solving Sciences and techniques of general use Statistics Time series
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