%0 Journal Article
%T Adaptation of Fuzzy Cognitive Maps ¨C a Comparison Study
%A J¨¢n Va£¿£¿¨¢k
%A Ladislav Madar¨¢sz
%J Acta Polytechnica Hungarica
%D 2010
%I ?buda University
%X This paper deals with the experimental study and comparison of variousadaptation methods for setting-up parameters of fuzzy cognitive maps (FCMs). A survey isgiven of the best known methods, which are mostly based on unsupervised learning. Theauthors show better performance using supervised learning, namely least mean squareapproaches. Experiments were done on a simulation example of autonomous vehiclenavigation. The paper is concluded by comparing their efficacy and properties.
%K adaptation methods
%K fuzzy cognitive learning
%K Hebbian learning
%K supervised learning
%U http://uni-obuda.hu/journal/Vascak_Madarasz_24.pdf