In this paper, we study a variant of the survivable network design problem, that is the survivable network design problem with labels (colors) on the edges. In particular, we address the Generalized Labeled Two Edge Connected Subgraph Problem (GLTECSP) that has many applications in telecommunication and transportation. Given a connected undirected graph G such that with each edge is associated a set of labels (colors), the GLTECSP consists in finding a two-edge connected spanning subgraph of G with a minimum number of distinct labels. We propose two Integer Programming (IP) formulations for the problem, a natural formulation using cuts on the edges, and a compact formulation using color-cuts. We devise Branch-and-Cut algorithms to solve both formulations and compare them on sets of randomly generated instances. Computational results show that the compact formulation outperforms the natural one regarding the linear relaxation and the computational time. Moreover, the compact formulation is able to solve to optimality several instances left unsolved within the time limit by the natural formulation.
Keywords: Labeled graphs, survivable network design, two-edge connected subgraph, integer programming, Branch-and-Cut
@article{RO_2022__56_5_3393_0,
author = {Ben Salem, Mariem and Taktak, Raouia and Almathkour, Fatmah},
title = {The edge-labeled survivable network design problem: {Formulations} and branch-and-cut},
journal = {RAIRO. Operations Research},
pages = {3393--3404},
year = {2022},
publisher = {EDP-Sciences},
volume = {56},
number = {5},
doi = {10.1051/ro/2022146},
mrnumber = {4487868},
zbl = {1507.90107},
language = {en},
url = {https://www.numdam.org/articles/10.1051/ro/2022146/}
}
TY - JOUR AU - Ben Salem, Mariem AU - Taktak, Raouia AU - Almathkour, Fatmah TI - The edge-labeled survivable network design problem: Formulations and branch-and-cut JO - RAIRO. Operations Research PY - 2022 SP - 3393 EP - 3404 VL - 56 IS - 5 PB - EDP-Sciences UR - https://www.numdam.org/articles/10.1051/ro/2022146/ DO - 10.1051/ro/2022146 LA - en ID - RO_2022__56_5_3393_0 ER -
%0 Journal Article %A Ben Salem, Mariem %A Taktak, Raouia %A Almathkour, Fatmah %T The edge-labeled survivable network design problem: Formulations and branch-and-cut %J RAIRO. Operations Research %D 2022 %P 3393-3404 %V 56 %N 5 %I EDP-Sciences %U https://www.numdam.org/articles/10.1051/ro/2022146/ %R 10.1051/ro/2022146 %G en %F RO_2022__56_5_3393_0
Ben Salem, Mariem; Taktak, Raouia; Almathkour, Fatmah. The edge-labeled survivable network design problem: Formulations and branch-and-cut. RAIRO. Operations Research, Tome 56 (2022) no. 5, pp. 3393-3404. doi: 10.1051/ro/2022146
[1] and , Steiner -edge connected subgraph polytopes on series-parallel graphs. SIAM J. Discrete Math. 10 (1997) 505–514. | MR | Zbl
[2] and , On two-connected subgraph polytopes. Discrete Math. 147 (1995) 19–34. | MR | Zbl
[3] , , and , New algorithms for the minimum coloring cut problem. Int. Trans. Oper. Res. 26 (2019) 1868–1883. | MR | Zbl
[4] and , An integer polytope related to the design of survivable communication networks. SIAM J. Discrete Math. 6 (1993) 612–630. | MR | Zbl
[5] and , Spanning trees with many or few colors in edge-colored graphs. Discuss. Math. Graph Theory 17 (1997) 259–269. | MR | Zbl
[6] , and , A mixed integer linear formulation for the minimum label spanning tree problem. Comput. Oper. Res. 36 (2009) 3082–3085. | MR | Zbl
[7] , , and , Metaheuristics comparison for the minimum labelling spanning tree problem. In: The Next Wave in Computing, Optimization, and Decision Technologies. Springer (2005) 93–106.
[8] , , and , Extensions of the minimum labelling spanning tree problem. J. Telecommun. Inf. Technol. (2006) 39–45.
[9] and , The minimum labeling spanning trees. Inf. Process. Lett. 63 (1997) 277–282. | MR | Zbl
[10] , and , Intelligent optimization for the minimum labelling spanning tree problem. In: International Conference on Learning and Intelligent Optimization. Springer (2013) 19–23.
[11] , , and , Linear-time algorithms for the -connected steiner subgraph problem on special classes of graphs. Networks 23 (1993) 195–206. | MR | Zbl
[12] , , and , The dominant of the -connected-steiner-subgraph polytope for -free graphs. Discrete Appl. Math. 66 (1996) 33–43. | MR | Zbl
[13] , The Minimum Labeling Spanning Tree and Related Problems. Avignon University, France (2018).
[14] , , , and , A polyhedral approach to the generalized minimum labeling spanning tree problem. EURO J. Comput. Optim. 7 (2019) 47–77. | MR | Zbl
[15] , , , and , Solving the minimum labeling global cut problem by mathematical programming. Preprint (2019). | arXiv
[16] , , , , and , A hybrid metaheuristic for the minimum labeling spanning tree problem. Eur. J. Oper. Res. 274 (2019) 22–34. | MR | Zbl
[17] , , and , Labeled cuts in graphs. Theor. Comput. Sci. 648 (2016) 34–39. | MR | Zbl
[18] , , , and , Maximum cuts in edge-colored graphs. Discrete Appl. Math. 281 (2020) 229–234. | MR | Zbl
[19] and , Maximal flow through a network. Can. J. Math. 8 (1956) 399–404. | MR | Zbl
[20] and , A new approach to the maximum-flow problem. J. Assoc. Comput. Mach. 35 (1988) 921–940. | MR | Zbl
[21] and , Multi-terminal network flows. J. Soc. Ind. Appl. Math. 9 (1961) 551–570. | MR | Zbl
[22] , , and , Maximum flow problems and an np-complete variant on edge-labeled graphs. Handb. Comb. Optim. (2013) 1913–1948.
[23] , and , Design of survivable networks. Handb. Oper. Res. Manage. Sci. 7 (1995) 617–672. | MR | Zbl
[24] , Very simple algorithms and programs for all pairs network flow analysis. Technical report, Computer Science Division, University of California, Davis, (1987).
[25] , Very simple methods for all pairs network flow analysis. SIAM J. Comput. 19 (1990) 143–155. | MR | Zbl
[26] , and , A branch-and-cut algorithm for the minimum labeling hamiltonian cycle problem and two variants. Comput. Oper. Res. 3 (2011) 1534–1542. | MR | Zbl
[27] and , Design of survivable networks: a survey. Networks: Int. J. 46 (2005) 1–21. | MR | Zbl
[28] , Two-edge connected spanning subgraphs and polyhedra. Math. Program. 64 (1994) 199–208. | MR | Zbl
[29] and , On the minimum labelling spanning bi-connected subgraph problem. Preprint (2015). | arXiv
[30] , Finding minimum label spanning trees using cross-entropy method. Networks 79 (2022) 220–235. | MR | Zbl
[31] , , and , On the complexity of edge-colored subgraph partitioning problems in network optimization. Discrete Math. Theor. Comput. Sci. 17 (2016). DOI: 10.46298/dmtcs.2159. | MR | Zbl
[32] , and , The colorful traveling salesman problem. In: Extending the Horizons: Advances in Computing, Optimization, and Decision Technologies. Springer (2007) 115–123. | Zbl
Cité par Sources :





