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Hybrid ILS-VND Algorithm for the Vehicle Routing Problem with Release Times

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Applied Computer Sciences in Engineering (WEA 2022)

Abstract

Modern market behavior and globalization have increased the complexity of supply chains, dealing logistics managers to implement strategies to fulfill customers’ needs. Hence, product transportation activities are highly dependent on production outputs. In the literature, the product distribution in supply chains has traditionally been approached as a vehicle routing problem, for which several variants have been studied. However, traditional approaches consider that the set of delivery orders are available at the initial time of route design. So, inspired by the complexity of production-distribution problems, this paper addresses the case in which delivery orders have different availability at the time of designing the distribution routes (i.e., each order has its own release time). The problem is modeled as a mathematical program and solved using an Iterated Local Search algorithm hybridized with Variable Neighborhood Descent (ILS-VND). Experiments are run using adapted benchmark instances and results show the efficiency and effectiveness of the proposed algorithm.

Supported by School of Engineering Universidad de La Sabana and research grant INGPHD-10-2019 from Universidad de La Sabana.

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References

  1. Archetti, C., Feillet, D., Gendreau, M., Grazia Speranza, M.: Complexity of the VRP and SDVRP. Transp. Res. Part C: Emerg. Technol. 19(5), 741–750 (2011)

    Article  Google Scholar 

  2. Ballou, R.: Logística. Administración de la cadena de suministro, Pearson Educación (2004)

    Google Scholar 

  3. Cordeau, J.F., Laporte, G.: The dial-a-ride problem: models and algorithms. Ann. Oper. Res. 153(1), 29–46 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  4. Díaz-Madroñero, M., Mula, J., Peidro, D.: A mathematical programming model for integrating production and procurement transport decisions. Appl. Math. Model. 52, 527–543 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  5. Eksioglu, B., Vural, A.V., Reisman, A.: The vehicle routing problem: a taxonomic review. Comput. Ind. Eng. 57(4), 1472–1483 (2009)

    Article  Google Scholar 

  6. Garey, M., Johnson, D.: Computers and Intractability: A Guide to the Theory of NP-completeness. W. H. Freeman, Mathematical Sciences Series (1979)

    MATH  Google Scholar 

  7. Gendreau, M., Laporte, G., Potvin, J.Y.: Metaheuristics for the capacitated vrp. Discrete Mathematics and Applications, pp. 129–154 (2002)

    Google Scholar 

  8. Irnich, S., Toth, P., Vigo, D.: Chapter 1: The family of vehicle routing problems. Vehicle Routing, pp. 1–33

    Google Scholar 

  9. Laporte, G.: The vehicle routing problem: an overview of exact and approximate algorithms. Eur. J. Oper. Res. 59(3), 345–358 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  10. Martins, L.d.C., Gonzalez-Neira, E.M., Hatami, S., Juan, A.A., Montoya-Torres, J.R.: Combining production and distribution in supply chains: The hybrid flow-shop vehicle routing problem. Comput. Ind. Eng. 159, 107486 (2021)

    Google Scholar 

  11. Mentzer, J.T., Flint, D.J., Hult, G.T.M.: Logistics service quality as a segment-customized process. J. Mark. 65(4), 82–104 (2001)

    Article  Google Scholar 

  12. Min, H., Zhou, G.: Supply chain modeling: past, present and future. Comput. Ind. Eng. 43(1), 231–249 (2002)

    Article  MathSciNet  Google Scholar 

  13. Montoya-Torres, J.R., López Franco, J., Nieto Isaza, S., Felizzola Jiménez, H., Herazo-Padilla, N.: A literature review on the vehicle routing problem with multiple depots. Comput. Ind. Eng. 79, 115–129 (2015)

    Article  Google Scholar 

  14. Mourgaya, M., Vanderbeck, F.: The periodic vehicle routing problem: classification and heuristic. RAIRO - Oper. Res. 40(2), 169–194 (2006)

    Google Scholar 

  15. Psaraftis, H.N.: Dynamic vehicle routing: status and prospects. Ann. Oper. Res. 61(1), 143–164 (1995)

    Article  MATH  Google Scholar 

  16. Shapiro, L.: The embodied cognition research programme. Philos Compass 2(2), 338–346 (2007)

    Article  Google Scholar 

  17. Solina, V., Mirabelli, G.: Integrated production-distribution scheduling with energy considerations for efficient food supply chains. Procedia Comput. Sci. 180, 797–806 (2021)

    Article  Google Scholar 

  18. Solomon, M.M.: Algorithms for the vehicle routing and scheduling problems with time window constraints. Oper. Res. 35(2), 254–265 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  19. Thomas, D.J., Griffin, P.M.: Coordinated supply chain management. Eur. J. Oper. Res. 94(1), 1–15 (1996)

    Article  MATH  Google Scholar 

  20. Torres-Tapia, W., Montoya-Torres, J.R., Ruiz-Meza, J., Belmokhtar-Berraf, S.: A matheuristic based on ant colony system for the combined flexible jobshop scheduling and vehicle routing problem. In: 10th IFAC Conference on Manufacturing Modelling, Management and Control. Elsevier, Nantes, France (2022)

    Google Scholar 

Download references

Acknowledgements

The work presented in this paper was supported by Universidad de La Sabana, Colombia, under a postgraduate scholarship from the School of Engineering awarded to the first author, and by internal research funds under project INGPHD-10-2019.

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Correspondence to William Torres-Tapia .

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Torres-Tapia, W., Montoya-Torres, J., Ruiz-Meza, J. (2022). Hybrid ILS-VND Algorithm for the Vehicle Routing Problem with Release Times. In: Figueroa-García, J.C., Franco, C., Díaz-Gutierrez, Y., Hernández-Pérez, G. (eds) Applied Computer Sciences in Engineering. WEA 2022. Communications in Computer and Information Science, vol 1685. Springer, Cham. https://doi.org/10.1007/978-3-031-20611-5_19

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  • DOI: https://doi.org/10.1007/978-3-031-20611-5_19

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  • Online ISBN: 978-3-031-20611-5

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