Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)
Name : 35th Fuzzy System Symposium
Number : 35
Location : [in Japanese]
Date : August 29, 2019 - August 31, 2019
This report presents an experimental study for the behavior of the fuzzy classification function for a generalized fuzzy clustering method including the Bezdek-type fuzzy c-means, the entropy-regularized fuzzy c-means, the power regularized fuzzy c-means, and the Tsallis entropy-based fuzzy c-means. As a result, if the fuzzification parameter value with the first term of the objective function is greater than one, the fuzzy classification function value converges to the reciprocal of the cluster number, independent with the fuzzification parameter value with the seconf term of the objective function.
