ar X iv : 1 20 7 . 52 15 v 2 [ cs . D S ] 3 0 Ju l 2 01 2 Density Functions subject to a Co - Matroid Constraint ∗

نویسندگان

  • Venkatesan T. Chakaravarthy
  • Natwar Modani
  • Sivaramakrishnan R. Natarajan
  • Sambuddha Roy
چکیده

In this paper we consider the problem of finding the densest subset subject to co-matroid constraints. We are given a monotone supermodular set function f defined over a universe U , and the density of a subset S is defined to be f(S)/|S|. This generalizes the concept of graph density. Comatroid constraints are the following: given matroidM a set S is feasible, iff the complement of S is independent in the matroid. Under such constraints, the problem becomes NP-hard. The specific case of graph density has been considered in literature under specific co-matroid constraints, for example, the cardinality matroid and the partition matroid. We show a 2-approximation for finding the densest subset subject to co-matroid constraints. Thus, for instance, we improve the approximation guarantees for the result for partition matroids in the literature.

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تاریخ انتشار 2013