Title :
Design of Inference Model Based on Activation for Fuzzy Cognitive Map
Author :
Zhang Wei ; Sun Baowen ; Zhu YanChun
Author_Institution :
Sch. of Inf., Central Univ. of Finance & Econ., Beijing
Abstract :
This study proposed a novel model of FCM based on activation. As for the causal inference process of a traditional FCM system, there exists the limitation of multiple computing. This paper presented an effective approach to address the problem that one node is multiple activated repeatedly. The proposed method will simplify the causal inference process and ensure the randomness and fuzziness of inference process. The final case study validated the proposed model.
Keywords :
directed graphs; fuzzy reasoning; fuzzy set theory; digraph; fuzzy cognitive map; inference process model; random process; Failure analysis; Feedback; Finance; Fuzzy cognitive maps; Fuzzy systems; Graphics; Humans; Knowledge management; Object oriented modeling; Sun;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5072819