Title :
Constructing fuzzy cognitive maps
Author :
Schneider, M. ; Shnaider, E. ; Kandel, A. ; Chew, G.
Author_Institution :
Dept. of Comput. Sci., Florida Inst. of Technol., Melbourne, FL, USA
Abstract :
This paper describes the method for automatically constructing fuzzy cognitive maps based on the user-provided data. This method consists of finding the degree of similarity between any two variables (represented by numerical vectors), finding whether the relation between variables is direct or inverse, and with the help of the fuzzy expert system tool (FEST) it establishes the causality among variables
Keywords :
cognitive systems; expert systems; fuzzy logic; fuzzy cognitive map construction; fuzzy expert system tool; similarity degree; Computer science; Delay effects; Educational institutions; Fuzzy cognitive maps; Hybrid intelligent systems; Limit-cycles; Marine vehicles; Size measurement; Surface fitting;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.409997
