4.6 Article

A faster strongly polynomial time algorithm for submodular function minimization

Journal

MATHEMATICAL PROGRAMMING
Volume 118, Issue 2, Pages 237-251

Publisher

SPRINGER HEIDELBERG
DOI: 10.1007/s10107-007-0189-2

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Funding

  1. Office of Naval Research [N0001498-1-0317]

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We consider the problem of minimizing a submodular function f defined on a set V with n elements. We give a combinatorial algorithm that runs in O(n(5)EO + n(6)) time, where EO is the time to evaluate f (S) for some S subset of V. This improves the previous best strongly polynomial running time by more than a factor of n. We also extend our result to ring families.

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