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An Interior Point Algorithm for Minimum Sum-of-Squares Clustering

An Interior Point Algorithm for Minimum Sum-of-Squares Clustering

An exact algorithm is proposed for minimum sum-of-squares nonhierarchical clustering, i.e., for partitioning a given set of points from a Euclidean m-space into a given number of clusters in order to minimize the sum of squared distances from all points to the centroid of the cluster to which they belong. …