Title :
Introducing the theory of fuzzy cognitive maps in distributed systems
Author :
Stylios, Chrysostomos D. ; Georgopoulos, Voula C. ; Groumpos, Peter P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Patras Univ., Greece
Abstract :
This paper investigates a novel hybrid fuzzy neural system, fuzzy cognitive map (FCM), and its implementation in distributed systems and control problems. The description and the methodology of this system will be examined and then it will be shown the application of FCM in a process control problem, which will reveal the characteristics and qualities of FCM. There is an oncoming need for more autonomous and intelligent systems, which could be satisfied with the application of FCM in the field of systems and control
Keywords :
cognitive systems; distributed control; fuzzy control; fuzzy neural nets; neurocontrollers; FCM; autonomous systems; distributed systems; fuzzy cognitive maps; hybrid fuzzy neural system; intelligent systems; process control; Control system synthesis; Control systems; Fuzzy cognitive maps; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Intelligent systems; Neural networks; Robotics and automation;
Conference_Titel :
Intelligent Control, 1997. Proceedings of the 1997 IEEE International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-4116-3
DOI :
10.1109/ISIC.1997.626413
