A Generalization of Gustafson-Kessel Algorithm Using a New Constraint Parameter

Abstract

In this paper one presents a new fuzzy clustering algorithm based on a dissimilarity function determined by three parameters. This algorithm can be considered a generalization of the Gustafson-Kessel algorithm for fuzzy clustering.