A technique for cluster formation

摘要

A new algorithm is developed for achieving efficient classification of data with no a-priori information available about the number of groups. A performance index is defined such that minimising it results in appropriate clustering of the given data. Examples are given to illustrate the procedure, whose convergence is guaranted. The proposed method, which is not biased towards clusters of any particular shape or size, is compared with two other clustering techniques.