Abstract
We consider the problem of covering the edge set of an unweighted, undirected graph with the minimum number of connected bipartite subgraphs (where the subgraphs are not necessarily bicliques). We show that this is an NP-hard problem, provide lower bounds through an integer programming formulation, propose several constructive heuristics and a local search, and discuss computational results. Finally, we consider a constrained variant of the problem which we show to be NP-hard, and provide an integer programming formulation for the variant.
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Alexe, G., Alexe, S., Crama, Y., Foldes, S., Hammer, P., & Simeone, B. (2004). Consensus algorithms for the generation of all maximal bicliques. Discrete Applied Mathematics, 145, 11–21.
Alexe, G., Hammer, P. L., Lozin, V. V., & de Werra, D. (2004). Struction revisited. Discrete Applied Mathematics, 132, 27–46.
Amilhastre, J., Vilarem, M. C., & Janssen, P. (1998). Complexity of minimum biclique cover and minimum biclique decomposition for bipartite domino-free graphs. Discrete Applied Mathematics, 86, 125–144.
Ausiello, G., Crescenzi, P., Gambosi, G., Kann, V., Marchetti-Spaccamela, A., & Protasi, M. (1999). Complexity and approximation—combinatorial optimization problems and their approximability properties. New York: Springer.
Bollobás, B. (1998). Modern graph theory. New York: Springer.
Bussieck, M. (1994). The minimal cut cover of a graph (Technical Report TR-94-02). Pennsylvania State University.
Cornaz, D., & Fonlupt, J. (2006). Chromatic characterizations of biclique covers. Discrete Mathematics, 306(5), 495–507.
Delorme, C., & Poljak, S. (1993). Laplacian eigenvalues and the maximum cut problem. Mathematical Programming, 62, 557–574.
Eppstein, D., Goodrich, M. T., & Yu Meng, J. (2007). Confluent layered drawings. Algorithmica, 47(4), 439–452.
Fourer, R., & Gay, D. (2002). The AMPL book. Pacific Grove: Duxbury Press.
Habib, M., Nourine, L., Raynaud, O., & Thierry, E. (2004). Computational aspects of the 2-dimension of partially ordered sets. Theoretical Computer Science, 312, 401–431.
Halldórsson, B. V., Halldórsson, M. M., & Ravi, R. (2001). On the approximability of the minimum test collection problem. In F. Meyer (Ed.), LNCS : Vol. 2161. ESA (pp. 158–169). Heidelberg: Springer.
Hammer, P. (1978). The conflict graph of a pseudo-boolean function (Technical Report). West Long Branch, NJ: Bell Labs.
ILOG (2006). ILOG CPLEX 10.1 user’s manual. ILOG S.A., Gentilly, France.
Loulou, R. (1992). Minimal cut cover of a graph with an application to the testing of electronic boards. Operations Research Letters, 12(5), 301–305.
Maculan, N. (2003). Integer programming problems using a polynomial number of variables and constraints for combinatorial optimization problems in graphs. In N. Mladenović & Dj. Dugošija, (Eds.), SYM-OP-IS conference proceedings, Herceg-Novi (pp. 23–26). Beograd, Mathematical Institute, Academy of Sciences, September 2003.
Merris, R. (1994). Laplacian matrices of graphs: A survey. Linear Algebra and Its Applications, 198, 143–176.
Motwani, R., & Naor, J. S. (1994). On exact and approximate cut covers of graphs (Technical Report STAN-CS-TN-94-11). Stanford University, Dept. of Computer Science.
Müller, H. (1996). On edge perfectness and classes of bipartite graphs. Discrete Mathematics, 149, 159–187.
Müller, H. (1996). Hamiltonian circuits in chordal bipartite graphs. Discrete Mathematics, 156, 291–298.
Orlin, J. (1977). Contentment in graph theory: Covering graphs with cliques. Proceedings of the Koninklijke Nederlandse Akademie van Weteschappen, Series A, 80(5), 406–424.
Plateau, M. C., Liberti, L., & Alfandari, L. (2007). Edge cover by bipartite subgraphs. In J. L. Hurink, W. Kern, G. F. Post & G. J. Still, (Eds.), Proceedings of the 6th Cologne-Twente workshop on graphs and combinatorial optimization. University of Twente, Enschede.
Rosen, K. H. (Ed.). (2000). Handbook of discrete and combinatorial mathematics. Boca Raton: CRC Press.
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Liberti, L., Alfandari, L. & Plateau, MC. Edge cover by connected bipartite subgraphs. Ann Oper Res 188, 307–329 (2011). https://doi.org/10.1007/s10479-009-0533-4
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DOI: https://doi.org/10.1007/s10479-009-0533-4