Abstract
Given an undirected and connected graph, the maximum leaf spanning tree problem consists in finding a spanning tree with as many leaves as possible. This \(\mathcal {NP}\)-hard problem has practical applications in telecommunication networks, circuit layouts, and other graph-theoretic problems. An interesting application appears in the context of broadcasting in telecommunication networks, where it is interesting to reduce the number of broadcasting computers in the network. These components are relatively expensive and therefore its is desirable to deploy as few of them as possible in the network. This optimization problem is equivalent to maximize the number of non-broadcasting computers. We present a strategic oscillation approach for solving the maximum leaf spanning tree problem. The results obtained by the proposed algorithm are compared with the best previous algorithm found in the literature, showing the superiority of our proposal.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Butenko, S., Cheng, X., Du, D., Pardalos, P.M.: On the constructionof virtualbackbone for ad hoc wireless network. In: Butenko, S., Murphey, R., Pardalos, P.M. (eds.) Cooperative Control: Models,Applications and Algorithms, Cooperative Systems, vol. 1, pp. 43–54. Springer, US (2003)
Chen, S., Ljubić, I., Raghavan, S.: The regenerator location problem. Networks 55(3), 205–220 (2010)
Duarte, A., Laguna, M., Martí, R., Sánchez-Oro, J.: Optimization procedures for the bipartite unconstrained 0–1 quadratic programming problem. Comput. Operat. Res. 51, 123–129 (2014)
Duarte, A., Martí, R., Resende, M., Silva, R.: Improved heuristics for the regenerator location problem. Int. Trans. Oper. Res. 21(4), 541–558 (2014)
Duarte, A., Sánchez-Oro, J., Resende, M., Glover, F., Mart, R.: Greedy randomized adaptive search procedure with exterior path relinking for differential dispersion minimization. Inf. Sci. 296, 46–60 (2015)
Feo, T.A., Resende, M., Smith, S.H.: A greedy randomized adaptive search procedure for maximum independent set. Oper. Res. 42(5), 860–878 (1994)
Fernandes, L.M., Gouveia, L.: Minimal spanning trees with a constraint on the number of leaves. Eur. J. Oper. Res. 104(1), 250–261 (1998)
Fernau, H., Kneis, J., Kratsch, D., Langer, A., Liedloff, M., Raible, D., Rossmanith, P.: An exact algorithm for the maximum leaf spanning tree problem. In: Chen, J., Fomin, F.V. (eds.) IWPEC 2009. LNCS, vol. 5917, pp. 161–172. Springer, Heidelberg (2009)
Fujie, T.: The maximum-leaf spanning tree problem: Formulations and facets. Networks 43(4), 212–223 (2004)
Fujie, T.: An exact algorithm for the maximum leaf spanning tree problem. Comput. Oper. Res. 30(13), 1931–1944 (2003)
Gallego, M., Laguna, M., Martí, R., Duarte, A.: Tabu search with strategic oscillation for the maximally diverse grouping problem. J. Oper. Res. Soc. 64(5), 724–734 (2013)
Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman and Co., New York (1979)
Glover, F.: Heuristics for integer programming using surrogate constraints. Decis. Sci. 8(1), 156–166 (1977)
Glover, F., Laguna, M.: Tabu Search. Kluwer Academic Publishers, Norwell (1997)
Glover, F., Laguna, M.: Tabu search. In: Du, D.-Z., Pardalos, P.M. (eds.) Handbook of Combinatorial Optimization, pp. 2093–2229. Springer, US (1999)
Guha, S., Khuller, S.: Approximation algorithms for connected dominating sets. Algorithmica 20(4), 374–387 (1998)
Hansen, P., Mladenović, N., Moreno, J.A.: Variable neighbourhood search: methods and applications. Ann. Oper. Res. 175(1), 367–407 (2010)
Laguna, M., Marti, R.: Scatter Search: Methodology and Implementations in C. Kluwer Academic Publishers, Norwell (2002)
Lu, H., Ravi, R.: Approximating maximum leaf spanning trees in almost linear time. J. Algorithms 29(1), 132–141 (1998)
Sánchez-Oro, J., Laguna, M., Duarte, A., Martí, R.: Scatter search for the profile minimization problem. Networks 65(1), 10–21 (2015)
Sánchez-Oro, J., Pantrigo, J.J.: Duarte: Combining intensification and diversification strategies in vns. an application to the vertex separation problem. Comput. Oper. Res. 52(Pt. B(0)), 209–219 (2014)
Solis-Oba, R.: 2-approximation algorithm for finding a spanning tree with maximum number of leaves. In: Bilardi, G., Pietracaprina, A., Italiano, G.F., Pucci, G. (eds.) ESA 1998. LNCS, vol. 1461, pp. 441–452. Springer, Heidelberg (1998)
Storer, J.: Constructing full spanning trees for cubic graphs. Inf. Process. Lett. 13(1), 8–11 (1981)
Acknowledgments
This research was partially supported by the Ministerio de Economía y Competitividad of Spain (Project Number TIN2012-35632-C02) and the Comunidad de Madrid (Project Number S2013/ICE-2894).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Sánchez-Oro, J., Duarte, A. (2015). Beyond Unfeasibility: Strategic Oscillation for the Maximum Leaf Spanning Tree Problem. In: Puerta, J., et al. Advances in Artificial Intelligence. CAEPIA 2015. Lecture Notes in Computer Science(), vol 9422. Springer, Cham. https://doi.org/10.1007/978-3-319-24598-0_29
Download citation
DOI: https://doi.org/10.1007/978-3-319-24598-0_29
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-24597-3
Online ISBN: 978-3-319-24598-0
eBook Packages: Computer ScienceComputer Science (R0)