Abstract
The School Bus Problem is an NP-hard vehicle routing problem in which the goal is to route buses that transport children to a school such that for each child, the distance travelled on the bus does not exceed the shortest distance from the child’s home to the school by more than a given regret threshold. Subject to this constraint and bus capacity limit, the goal is to minimize the number of buses required.
In this paper, we give a polynomial time 4-approximation algorithm when the children and school are located at vertices of a fixed tree. As a byproduct of our analysis, we show that the integrality gap of the natural set-cover formulation for this problem is also bounded by 4. We also present a constant factor approximation for the variant where we have a fixed number of buses to use, and the goal is to minimize the maximum regret.
Similar content being viewed by others
Notes
If j=s, then S l =S r is possible.
References
Adamaszek, A., Czumaj, A., Lingas, A.: PTAS for k-tour cover problem on the plane for moderately large values of k. In: Algorithms and Computation. LNCS, vol. 5878, pp. 994–1003. Springer, Berlin (2009)
Asano, T., Katoh, N., Tamaki, H., Tokuyama, T.: Covering points in the plane by k-tours: towards a polynomial time approximation scheme for general k. STOC (1997)
Bansal, N., Blum, A., Chawla, S., Meyerson, A.: Approximation algorithms for deadline-TSP and vehicle routing with time windows. In: Proceedings of the 36th Annual ACM Symposium on Theory of Computing, pp. 166–174 (2004)
Blum, A., Chawla, S., Karger, D.R., Lane, T., Meyerson, A., Minkoff, M.: Approximation algorithms for orienteering and discounted-reward TSP. SIAM J. Comput. 37(2), 653–670 (2007)
Chekuri, C., Korula, N., Pal, M.: Improved algorithms for orienteering and related problems. In: SODA, pp. 661–670 (2008)
Desrochers, M., Desrosiers, J., Solomon, M.: A new optimization algorithm for the vehicle routing problem with time windows. Oper. Res. 40, 342–354 (1992)
Haimovich, M., Rinnoy Kan, A.H.G.: Bounds and heuristic for capacitated routing problems. Math. Oper. Res. 10(4), 527–542 (1985)
Labbe, M., Laporte, G., Mercure, H.: Capacitated vehicle routing on trees. Oper. Res. 39(4), 616–622 (1991)
Laporte, G., Desrochers, M., Norbert, Y.: Two exact algorithms for the distance constrained vehicle routing problem. Networks 14, 47–61 (1984)
Li, C.-L., Simchi-Levi, S., Desrochers, M.: On the distance constrained vehicle routing problem. Oper. Res. 40, 790–799 (1992)
Nagarajan, V., Ravi, R.: Approximation Algorithms for Distance Constrained Vehicle Routing Problems. Tepper School of Business, Carnegie–Mellon University Press, Pittsburgh (2008)
Park, J., Kim, B.-I.: The school bus routing problem: a review. Eur. J. Oper. Res. 202, 311–319 (2010)
Spada, M., Bierlaire, M., Liebling, Th.M.: Decision-aiding methodology for the school bus routing and scheduling problem. Transp. Sci. 39(4), 477–490 (2005)
Toth, P., Vigo, D.: The Vehicle Routing Problem. SIAM, Philadelphia (2001)
Vazirani, V.V.: Approximation Algorithms. Springer, Berlin (2001)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Bock, A., Grant, E., Könemann, J. et al. The School Bus Problem on Trees. Algorithmica 67, 49–64 (2013). https://doi.org/10.1007/s00453-012-9711-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00453-012-9711-x