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author:

Zhu, Wenxing (Zhu, Wenxing.) [1] (Scholars:朱文兴) | Chen, Jiarui (Chen, Jiarui.) [2]

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EI Scopus

Abstract:

The capacitated min-k-cut problem of hypergraph is the problem of partitioning the vertices into k parts, and each part has a different capacity. The objective is to minimize the weight of cut hyperedges. It is an NP-hard problem which is an important problem with extensive applications to many areas, such as VLSI CAD, image segmentation, etc. Although many heuristic algorithms have been developed, to the best of our knowledge, no approximation algorithm is known for such problem. We present a local search algorithm for hypergraph capacitated min-k-cut problem, using the idea of complement. The algorithm achieves a competitive approximation factor of 1/1+s/2 (k-1), where s is the largest cardinality of all hyperedges. We also extend the algorithm and get an approximate result for hypergraph capacitated max-k-cut problem. © 2010 IEEE.

Keyword:

Approximation algorithms Computational complexity Heuristic algorithms Image segmentation Parallel architectures

Community:

  • [ 1 ] [Zhu, Wenxing]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou 350002, China
  • [ 2 ] [Chen, Jiarui]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou 350002, China

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Year: 2010

Page: 395-397

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 2

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