Abstract:It is an important trend to apply the metaheuristics, such as ant colony optimization (ACO ), to data clustering. In general, the ACO for data clustering can accomplish better quality of cluster ing. In this paper, we proposed an improved ACO , to enhance the efficiency of ACO for data clustering. It is based on the assump tion that there are at least one or more neighbors belong to the same cluster in the L nearest neighbors of each instance. It mod ifies the operation of constructing solution to reduce the c… Show more
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