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On robust clusters of minimum cardinality in networks

Author

Listed:
  • Chitra Balasubramaniam

    (Texas A&M University)

  • Sergiy Butenko

    (Texas A&M University)

Abstract

This paper studies two clique relaxation models, k-blocks and k-robust 2-clubs, used to describe structurally cohesive clusters with good robustness and reachability properties. The minimization version of the two problems are shown to be hard to approximate for $$k \ge 3$$ k ≥ 3 and $$k \ge 4$$ k ≥ 4 , respectively. Integer programming formulations are proposed and a polyhedral study is presented. The results of sample numerical experiments on several graph instances are also reported.

Suggested Citation

  • Chitra Balasubramaniam & Sergiy Butenko, 2017. "On robust clusters of minimum cardinality in networks," Annals of Operations Research, Springer, vol. 249(1), pages 17-37, February.
    • Handle: RePEc:spr:annopr:v:249:y:2017:i:1:d:10.1007_s10479-015-1992-4
    DOI: 10.1007/s10479-015-1992-4
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    References listed on IDEAS

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    5. Anurag Verma & Austin Buchanan & Sergiy Butenko, 2015. "Solving the Maximum Clique and Vertex Coloring Problems on Very Large Sparse Networks," INFORMS Journal on Computing, INFORMS, vol. 27(1), pages 164-177, February.
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    7. Veremyev, Alexander & Prokopyev, Oleg A. & Boginski, Vladimir & Pasiliao, Eduardo L., 2014. "Finding maximum subgraphs with relatively large vertex connectivity," European Journal of Operational Research, Elsevier, vol. 239(2), pages 349-362.
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    Cited by:

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