Divide‐and‐Conquer Algorithms for Partitioning Hypergraphs and Submodular Systems

Divide‐and‐Conquer Algorithms for Partitioning Hypergraphs and Submodular Systems

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Article ID: iaor2012412
Volume: 62
Issue: 3
Start Page Number: 787
End Page Number: 806
Publication Date: Apr 2012
Journal: Algorithmica
Authors: , ,
Keywords: optimization
Abstract:

The submodular system k‐partition problem is a problem of partitioning a given finite set V into k non‐empty subsets V 1,V 2,…,V k so that i = 1 k f ( V i ) equ1 is minimized where f is a non‐negative submodular function on V. In this paper, we design an approximation algorithm for the problem with fixed k. We also analyze the approximation factor of our algorithm for the hypergraph k‐cut problem, which is a problem contained by the submodular system k‐partition problem.

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