A hybrid method to construct fuzzy cognitive map

Authors:
Chunmei Lin;Kexiong Chen;Yue He
Affiliations:
Department of Computer, Shaoxing College of Arts and Sciences, Shaoxing, Zhejing, P. R. China and College of Information Sciences and Technology, DongHua University, Shanghai, P. R. China;Aviation University of Air Force, P. R. China;Department of Computer, Shaoxing College of Arts and Sciences, Shaoxing, Zhejing, P. R. China
Venue:
ISP'06 Proceedings of the 5th WSEAS International Conference on Information Security and Privacy
Year:
2006

Citing 6
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Abstract

This paper presents a hybrid methodology of automatically constructing fuzzy cognitive map (FCM). The proposed method is based on immune algorithm to learn the connection matrix of FCM. In the algorithm, the DNA coding method is used, and in order to utilize the experts' knowledge and the feature of system, they are used as "vaccine". Finally, an illustrative example is provided. The results suggest that the method is capable of automatically generating FCM model.