Approximately Dominating Representatives

@inproceedings{Koltun2005ApproximatelyDR,
  title={Approximately Dominating Representatives},
  author={Vladlen Koltun and Christos H. Papadimitriou},
  booktitle={ICDT},
  year={2005}
}
We propose and investigate from the algorithmic standpoint a novel form of fuzzy query called approximately dominating representatives or ADRs. The ADRs of a multidimensional point set consist of a few points guaranteed to contain an approximate optimum of any monotone Lipschitz continuous combining function of the dimensions. ADRs can be computed by appropriately post-processing Pareto, or “skyline,” queries [14, 1]. We show that the problem of minimizing the number of points returned, for a… CONTINUE READING
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