Some clustering problems cannot be appropriately solved with classical clustering algorithms because they require optimization over more than one criterion. In general, solutions optimal according to each particular criterion are not identical. Thus, the problem arises of how to find the best solution satisfying as much as possible all criteria considered.

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Multicriteria Clustering

  • Anuška Ferligoj

摘要

Some clustering problems cannot be appropriately solved with classical clustering algorithms because they require optimization over more than one criterion. In general, solutions optimal according to each particular criterion are not identical. Thus, the problem arises of how to find the best solution satisfying as much as possible all criteria considered.