Performance guarantees of a greedy algorithm for minimizing a supermodular set function on comatroid

Performance guarantees of a greedy algorithm for minimizing a supermodular set function on comatroid

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Article ID: iaor2007883
Country: Netherlands
Volume: 171
Issue: 2
Start Page Number: 648
End Page Number: 660
Publication Date: Jun 2006
Journal: European Journal of Operational Research
Authors: ,
Keywords: heuristics
Abstract:

We consider the problem of minimizing a supermodular set function on comatroid whose special case is the well-known NP-hard minimization p-median problem. The main result of the paper is a tight bound on the performance guarantee of a greedy heuristic for this problem. As a corollary an analog of the Rado–Edmonds theorem for comatroids is obtained.

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