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Pivot-and-reduce cuts: An approach for improving Gomory mixed-integer cuts

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  • Wesselmann, Franz
  • Koberstein, Achim
  • Suhl, Uwe H.

Abstract

Gomory mixed-integer cuts are of crucial importance in solving large-scale mixed-integer linear programs. Recently, there has been considerable research particularly on the strengthening of these cuts. We present a new heuristic algorithm which aims at improving Gomory mixed-integer cuts. Our approach is related to the reduce-and-split cuts. These cuts are based on an algorithm which tries to reduce the coefficients of the continuous variables by forming integer linear combinations of simplex tableau rows. Our algorithm is designed to achieve the same result by performing pivots on the simplex tableau. We give a detailed description of the algorithm and its implementation. Finally, we report on computational results with our approach and analyze its performance. The results indicate that our algorithm can enhance the performance of the Gomory mixed-integer cuts.

Suggested Citation

  • Wesselmann, Franz & Koberstein, Achim & Suhl, Uwe H., 2011. "Pivot-and-reduce cuts: An approach for improving Gomory mixed-integer cuts," European Journal of Operational Research, Elsevier, vol. 214(1), pages 15-26, October.
    • Handle: RePEc:eee:ejores:v:214:y:2011:i:1:p:15-26
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    References listed on IDEAS

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    1. Suhl, Uwe H., 1994. "MOPS -- Mathematical optimization system," European Journal of Operational Research, Elsevier, vol. 72(2), pages 312-322, January.
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    4. Egon Balas & Sebastián Ceria & Gérard Cornuéjols, 1996. "Mixed 0-1 Programming by Lift-and-Project in a Branch-and-Cut Framework," Management Science, INFORMS, vol. 42(9), pages 1229-1246, September.
    5. Kent Andersen & Gérard Cornuéjols & Yanjun Li, 2005. "Reduce-and-Split Cuts: Improving the Performance of Mixed-Integer Gomory Cuts," Management Science, INFORMS, vol. 51(11), pages 1720-1732, November.
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