Rival Checked Fuzzy C-Means Algorithm

A new interpretation of the membership degree of the fuzzy C-means algorithm is presented on the basis of competitive learning and then a new algorithm called rival checked fuzzy C-means algorithm is developed.The theoretical analysis and experimental results show that the new algorithm improves the convergence speed of the fuzzy C-means algorithm.