We describe an exact method to generate the nondominated set of the minimum spanning tree problem with at least two criteria. It is a separation and construction based method whose branching process is done with respect to edges belonging to at least two cycles of a given graph, inducing a step of constructing linear constraints that progressively break cycles while respecting the connectivity of the resulting graph. This has the effect of partitioning the initial graph into subgraphs, each of which corresponds to a discrete multi-objective linear program allowing to find the nondominated set of spanning trees. Randomly generated instances with more than two criteria are provided that show the efficiency of the method.
Accepté le :
DOI : 10.1051/ro/2016060
Mots-clés : Minimum spanning tree, integer linear programming, multiple objective linear optimization, combinatorial optimization, branch and bound method
@article{RO_2016__50_4-5_857_0, author = {Boumesbah, Asma and Chergui, Mohamed El-Amine}, title = {An exact method to generate all nondominated spanning trees}, journal = {RAIRO - Operations Research - Recherche Op\'erationnelle}, pages = {857--867}, publisher = {EDP-Sciences}, volume = {50}, number = {4-5}, year = {2016}, doi = {10.1051/ro/2016060}, zbl = {1358.90110}, mrnumber = {3570535}, language = {en}, url = {http://www.numdam.org/articles/10.1051/ro/2016060/} }
TY - JOUR AU - Boumesbah, Asma AU - Chergui, Mohamed El-Amine TI - An exact method to generate all nondominated spanning trees JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2016 SP - 857 EP - 867 VL - 50 IS - 4-5 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ro/2016060/ DO - 10.1051/ro/2016060 LA - en ID - RO_2016__50_4-5_857_0 ER -
%0 Journal Article %A Boumesbah, Asma %A Chergui, Mohamed El-Amine %T An exact method to generate all nondominated spanning trees %J RAIRO - Operations Research - Recherche Opérationnelle %D 2016 %P 857-867 %V 50 %N 4-5 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ro/2016060/ %R 10.1051/ro/2016060 %G en %F RO_2016__50_4-5_857_0
Boumesbah, Asma; Chergui, Mohamed El-Amine. An exact method to generate all nondominated spanning trees. RAIRO - Operations Research - Recherche Opérationnelle, Special issue - Advanced Optimization Approaches and Modern OR-Applications, Tome 50 (2016) no. 4-5, pp. 857-867. doi : 10.1051/ro/2016060. http://www.numdam.org/articles/10.1051/ro/2016060/
Efficient cuts for generating the nondominated vectors for multiobjective integer linear programming. Int. J. Math. Oper. Res. 4 (2012). | DOI | MR | Zbl
, and ,P.M. Camerini, G. Galbiati and F. Maffioli, The complexity of weighted multi-constrained spanning tree problems. Colloquium on the Theory of Algorithms. Edited by L. Lovàsz. North-Holland, Amsterdam (1984) 53–101. | MR | Zbl
C.G. Da Silva and J.C.N. Clìmaco, A note on the computation of ordered supported nondominated solutions in the bi-criteria minimum spanning tree problems. J. Telecomm. Inform. Techn. (2007) 11–15.
bicriterion shortest path algorithm. Eur. J. Oper. Res. 11 (1982) 399–404. | DOI | MR | Zbl
, E and ,Efficient spanning trees, Craveirinha and M. Pascoal, Multicriteria routing models in telecommunication networks-overview and a case study. J. Optim. Theory Appl. 45 (1985) 481–485. | Zbl
,On spanning tree problems with multiple objectives. Annal. Oper. Res. 52 (1994) 209–230. | DOI | MR | Zbl
and ,Variable neighborhood search. Comput. Oper. Res. 24 (1997) 1097–1100. | DOI | MR | Zbl
and ,On the evolution of random graphs. Publ. Math. Inst. Hung. Acad. Sci. 5 (1960) 17–61. | MR | Zbl
and ,On the Shortest Spanning Subtree of a Graph and the Travelling Salesman Problem. Proc. Amer. Math. Soc. 7 (1956) 48–50. | DOI | MR | Zbl
,C.W. Marshall, Applied graph theory. Wiley-Interscience (1971). | MR | Zbl
Multi-objective integer programming, A general approach for generating all nondominated solutions. Eur. J. Oper. Res. 199 (2009) 25–35. | DOI | MR | Zbl
and ,Multi-objective integer programming: An Improved Recursive Algorithm. J. Optim. Theory Appl. 160 (2014) 470–482. | DOI | MR | Zbl
, and ,Shortest Connection Networks and Some Generalizations. Bell Syst. Tech. J. 36 (1957) 1389–1401. | DOI
,multi-objective branch-and-bound framework. Application to the bi-objective spanning tree problem. INFORMS J. Comput. 20 (2008) 472–484. | DOI | MR | Zbl
and ,Computing all efficient solutions of the biobjective minimum spanning tree problem. Comput. Oper. Res. 35 (2008) 198–211. | DOI | MR | Zbl
and ,R.E. Steuer, Multiple criteria optimization: theory, computation, and application. Wiley Series Prob. Math. Stat. Appl. Wiley (1986). | MR | Zbl
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