Neuro-fuzzy data analysis and its future directions

摘要

In this paper, using neuro-fuzzy approach, two quantification methods of pairwise comparisons are presented in order to derive the associated weights of different objects. A simplified fuzzy reasoning model is obtained in the form of Gaussian radial basis functions. The psychological sensation responses of human beings to minute vibrations are analysed by the neuro-fuzzy approach. The proposed approach is compared with Guttman's method and Saaty's analytic hierarchy process. In our two neuro-fuzzy approaches, the psychological values are obtained with the interval and ratio scale properties.