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On the Solution of a Graph Partitioning Problem under Capacity Constraints

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Combinatorial Optimization (ISCO 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7422))

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Abstract

We study a variant of the graph partitioning problem where the weight of a cluster in the partition depends on the edges incident to its nodes. This problem was first proposed in the context of optical networks design. We recall complexity results and establish new inaproximability results. We then study several mixed integer quadratic programming formulations for the problem and different solutions techniques. We present experimental results comparing the various formulations and solution techniques.

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References

  1. Andreev, K., Racke, H.: Balanced graph partitioning. Theor. Comp. Sys. 39, 929–939 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  2. Balas, E.: Projection and Lifting in Combinatorial Optimization. In: Jünger, M., Naddef, D. (eds.) Computational Combinatorial Optimization. LNCS, vol. 2241, pp. 26–56. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  3. Ben-Ameur, W., Neto, J.: Acceleration of cutting-plane and column generation algorithms: Applications to network design. Networks 49(1), 3–17 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  4. Billionnet, A., Elloumi, S.: Using a mixed integer quadratic programming solver for the unconstrained quadratic 0-1 problem. Mathematical Programming 109, 55–68 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  5. Fischetti, M., Salvagnin, D.: An In-Out Approach to Disjunctive Optimization. In: Lodi, A., Milano, M., Toth, P. (eds.) CPAIOR 2010. LNCS, vol. 6140, pp. 136–140. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  6. Gabrel, V., Minoux, M.: LP relaxations better than convexification for multicommodity network optimization problems with step increasing cost functions. Acta Mathematica Vietnamica 22, 123–145 (1997)

    MathSciNet  MATH  Google Scholar 

  7. Garey, M.R., Johnson, D.S.: Computers and intractability. W. H. Freeman and Co., San Francisco (1979)

    MATH  Google Scholar 

  8. Goldschmidt, O., Laugier, A., Olinick, E.V.: Sonet/sdh ring assignment with capacity constraints. Discrete Appl. Math. 129, 99–128 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  9. Grötschel, M., Wakabayashi, Y.: A cutting plane algorithm for a clustering problem. Math. Program. 45(1), 59–96 (1989)

    Article  MATH  Google Scholar 

  10. Hyafil, L., Rivest, R.: Graph partitioning and constructing optimal deiscion trees are polynomial complete problems. Tech. Rep. 33, INRIA Laboria (1973)

    Google Scholar 

  11. Macambira, E.M., Maculan, N., de Souza, C.C.: A column generation approach for sonet ring assignment. Networks 47(3), 157–171 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  12. Saxena, A., Bonami, P., Lee, J.: Convex relaxations of non-convex mixed integer quadratically constrained programs: projected formulations. Mathematical Programming 130, 359–413 (2011)

    Article  MathSciNet  MATH  Google Scholar 

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© 2012 Springer-Verlag Berlin Heidelberg

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Bonami, P., Nguyen, V.H., Klein, M., Minoux, M. (2012). On the Solution of a Graph Partitioning Problem under Capacity Constraints. In: Mahjoub, A.R., Markakis, V., Milis, I., Paschos, V.T. (eds) Combinatorial Optimization. ISCO 2012. Lecture Notes in Computer Science, vol 7422. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32147-4_26

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  • DOI: https://doi.org/10.1007/978-3-642-32147-4_26

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-32146-7

  • Online ISBN: 978-3-642-32147-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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