Title :
Fuzzy cognitive maps: a soft computing technique for intelligent control
Author :
Stylios, Chrysostomos D. ; Groumpos, Peter P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Patras Univ., Greece
Abstract :
This paper describes a soft computing technique for modelling and controlling systems: fuzzy cognitive maps (FCM). The description, representation and models of FCM are examined in detail. A FCM model is proposed, its characteristics and advantages are presented, and a development algorithm is described. Fuzzy cognitive maps and similar soft computing techniques may contribute to the development of more sophisticated systems
Keywords :
cognitive systems; fuzzy control; intelligent control; large-scale systems; neural nets; complex systems; fuzzy cognitive maps; fuzzy control; intelligent control; modeling; neural networks; soft computing; Computer networks; Fuzzy cognitive maps; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Genetic algorithms; Intelligent control; Neural networks; Robotics and automation; Signal processing algorithms;
Conference_Titel :
Intelligent Control, 2000. Proceedings of the 2000 IEEE International Symposium on
Conference_Location :
Rio Patras
Print_ISBN :
0-7803-6491-0
DOI :
10.1109/ISIC.2000.882906
