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TIMIPLAN: A Tool for Transportation Tasks

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Abstract

Multi-modal transportation is a logistics problem in which a set of goods has to be transported to different places, with the combination of at least two modes of transport, without a change of container for the goods. In such tasks, in many cases, the decisions are inefficiently made by human operators. Human operators receive plenty of information from several and varied sources, and thus they suffer from information overload. To solve efficiently the multi-modal transportation problem, the management cannot rely only on the experience of the human operators. A prospective way to tackle the complexity of the problem for multi-modal transportation is to apply the concept of autonomic behavior. The goal of this chapter is to describe timiplan, a software tool that solves multi-modal transportation problems developed in cooperation with the Spanish company Acciona Transmediterránea. The tool includes a solver that combines linear programming (LP) with automated planning (AP) techniques. To facilitate its integration in the company, the application follows a mixed-initiative approach allowing the users to modify the plans provided by the planning module. The system also integrates an execution component that monitors the execution, keeping track of failures and replanning if necessary. Thus, timiplan showcases some of the needed autonomic objectives for self-management in future software applied to road transport software system.

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References

  1. Bontekoning, Y.M., Macharis, C., Trip, J.J.: Is a new applied transportation research field emerging?–a review of intermodal rail-truck freight transport literature. Transp. Res. A Policy Pract. 38(1), 1–34 (2004)

    Article  Google Scholar 

  2. Macharis, C., Bontekoning, Y.M.: Opportunities for OR in intermodal freight transport research: a review. Eur. J. Oper. Res. 153, 400–416 (2004)

    Article  MATH  Google Scholar 

  3. García, J., Florez, J.E., Torralba, A., Borrajo, D., López, C.L., García-Olaya, A., Sáenz, J.: Combining linear programming and automated planning to solve intermodal transportation problems. Eur. J. Oper. Res. 227, 216–226 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  4. Lightstone, S.: Seven software engineering principles for autonomic computing development. Innov. Syst. Softw. Eng. 3(1), 71–74 (2007)

    Article  Google Scholar 

  5. Qu, L., Chen, Y.: A hybrid MCDM method for route selection of multimodal transportation network. In: ISNN ’08: Proceedings of the 5th International Symposium on Neural Networks, pp. 374–383. Springer, Berlin/Heidelberg (2008)

    Google Scholar 

  6. Eibl, P., Mackenzie, R., Kidner, D.: Vehicle routing and scheduling in the brewing industry. Int. J. Phys. Distrib. Logist. Manag. 24(6), 27–37 (1994)

    Article  Google Scholar 

  7. Chang, T.-S.: Best routes selection in international intermodal networks. Comput. Oper. Res. 35(9), 2877–2891 (2008). Part Special Issue: Bio-inspired Methods in Combinatorial Optimization

    Google Scholar 

  8. Moccia, L., Cordeau, J.-F., Laporte, G., Ropke, S., Valentini, M.P.: Modeling and solving a multimodal transportation problem with flexible-time and scheduled services. Networks 57, 53–68 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  9. Ruiz García, L., Barreiro, P., Bermejo, J.R., Robla, J.: Review. Monitoring the intermodal, refrigerated transport of fruit using sensor networks. Span. J. Agric. Res. 5(2), 142–156 (2007)

    Google Scholar 

  10. Pinto, J., Sousa, J., Py, F., Rajan, K.: Experiments with deliberative planning on autonomous underwater vehicles. In: IROS Workshop on Robotics for Environmental Modeling, Algarve (2012)

    Google Scholar 

  11. Jimoh, F., McCluskey, T., Chrpa, L., Gregory, P.: Enabling autonomic properties in road transport system. In: 30th Workshop of the UK Planning and Scheduling Special Interest Group PLANSIG 2012 (2012)

    Google Scholar 

  12. Srivastava, B., Kambhampati, S.: The case for automated planning in autonomic computing. In: ICAC, pp. 331–332. IEEE Computer Society, Washington (2005)

    Google Scholar 

  13. Hariri, S., Khargharia, B., Chen, H., Yang, J., Zhang, Y., Parashar, M., Liu, H.: The autonomic computing paradigm. Clust. Comput. 9(1), 5–17 (2006)

    Article  Google Scholar 

  14. Fischer, K., Kuhn, N., Müller, J.P.: Distributed, knowledge-based, reactive scheduling in the transportation domain. In: Proceedings of the Tenth IEEE Conference on Artificial Intelligence for Applications, pp. 47–53, San Antonio (1994)

    Google Scholar 

  15. Flórez, J.E., de Reyna, A.T.A., García, J., López, C.L., Garcia-Olaya, A., Borrajo, D.: Planning multi-modal transportation problems. In: Proceedings of ICAPS’11. AAAI Press, Freiburg (2011)

    Google Scholar 

  16. Flórez, J.E., Torralba, A., García, J., López, C.L., García-Olaya, A., Borrajo, D.: Timiplan: an application to solve multimodal transportation problems. In: Proceedings of Scheduling and Planning Applications Workshop (ICAPS’10), Toronto (2010)

    Google Scholar 

  17. Ghallab, M., Howe, A., Knoblock, C., McDermott, D., Ram, A., Veloso, M., Weld, D., Wilkins, D.: PDDL-the Planning Domain Definition Language, Tech. Rep. (1998)

    Google Scholar 

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Acknowledgements

This work has been partially supported by the CDTI (Spanish Ministry of Research) within the project CENIT2007-2002 (TIMI), the Spanish MICINN projects TIN2008-06701-C03-03 and TIN2011-27652-C03-02, and the UC3M-CAM project CCG08-UC3M/TIC-4141. We would like to thank the people from Acciona.

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Correspondence to Javier García .

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García, J., Torralba, Á., Florez, J.E., Borrajo, D., López, C.L., García-Olaya, Á. (2016). TIMIPLAN: A Tool for Transportation Tasks. In: McCluskey, T., Kotsialos, A., Müller, J., Klügl, F., Rana, O., Schumann, R. (eds) Autonomic Road Transport Support Systems. Autonomic Systems. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-25808-9_16

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  • DOI: https://doi.org/10.1007/978-3-319-25808-9_16

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  • Publisher Name: Birkhäuser, Cham

  • Print ISBN: 978-3-319-25806-5

  • Online ISBN: 978-3-319-25808-9

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