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A Variable Neighborhood Descent Heuristic for the Multi-quay Berth Allocation and Crane Assignment Problem Under Availability Constraints

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 11328))

Abstract

In this paper, we consider the integrated Berth Allocation and Crane Assignment problem, with availability constraints and high tides restrictions, in bulk port context. We were inspired by a real case study of a port owned by our industrial partner. The objective is to minimize the total penalty of tardiness. First, we implemented a greedy heuristic to compute an initial solution. Then, we proposed a sequential Variable Neighborhood Descent (seq-VND) for the problem. In addition, we compared the efficiency of different scenarios for the seq-VND against results given by a mathematical model for the problem.

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References

  1. Agra, A., Oliveira, M.: MIP approaches for the integrated berth allocation and quay crane assignment and scheduling problem. Eur. J. Oper. Res. 264(1), 138–148 (2018)

    Article  MathSciNet  Google Scholar 

  2. Barros, V.H., Costa, T.S., Oliveira, A.C., Lorena, L.A.: Model and heuristic for berth allocation in tidal bulk ports with stock level constraints. Comput. Ind. Eng. 60(4), 606–613 (2011)

    Article  Google Scholar 

  3. Becker, C., Scholl, A.: A survey on problems and methods in generalized assembly line balancing. Eur. J. Oper. Res. 168(3), 694–715 (2006)

    Article  MathSciNet  Google Scholar 

  4. Blazewicz, J., Cheng, T.E., Machowiak, M., Oguz, C.: Berth and quay crane allocation: a moldable task scheduling model. J. Oper. Res. Soc. 62(7), 1189–1197 (2011)

    Article  Google Scholar 

  5. Chang, D., Jiang, Z., Yan, W., He, J.: Integrating berth allocation and quay crane assignments. Transp. Res. Part E: Logist. Transp. Rev. 46(6), 975–990 (2010)

    Article  Google Scholar 

  6. Cheng, J.K., Tahar, R.M., Ang, C.L.: A system dynamics approach to operational and strategic planning of a container terminal. Int. J. Logist. Syst. Manag. 10(4), 420–436 (2011)

    Article  Google Scholar 

  7. Diabat, A., Theodorou, E.: An integrated quay crane assignment and scheduling problem. Comput. Ind. Eng. 73, 115–123 (2014)

    Article  Google Scholar 

  8. Duarte, A., Mladenović, N., Sánchez-Oro, J., Todosijević, R.: Variable neighborhood descent. In: Handbook of Heuristics, pp. 1–27 (2016)

    Google Scholar 

  9. Ernst, A.T., Oğuz, C., Singh, G., Taherkhani, G.: Mathematical models for the berth allocation problem in dry bulk terminals. J. Sched. 20(5), 459–473 (2017)

    Article  MathSciNet  Google Scholar 

  10. Fu, Y.M., Diabat, A.: A lagrangian relaxation approach for solving the integrated quay crane assignment and scheduling problem. Appl. Math. Model. 39(3–4), 1194–1201 (2015)

    Article  MathSciNet  Google Scholar 

  11. Giallombardo, G., Moccia, L., Salani, M., Vacca, I.: Modeling and solving the tactical berth allocation problem. Transp. Res. Part B: Methodol. 44(2), 232–245 (2010)

    Article  Google Scholar 

  12. Hansen, P., Mladenović, N., Pérez, J.A.M.: Variable neighbourhood search: methods and applications. Ann. Oper. Res. 175(1), 367–407 (2010)

    Article  MathSciNet  Google Scholar 

  13. Imai, A., Sun, X., Nishimura, E., Papadimitriou, S.: Berth allocation in a container port: using a continuous location space approach. Transp. Res. Part B: Methodol. 39(3), 199–221 (2005)

    Article  Google Scholar 

  14. Iris, Ç., Pacino, D., Ropke, S.: Improved formulations and an adaptive large neighborhood search heuristic for the integrated berth allocation and quay crane assignment problem. Transp. Res. Part E: Logist. Transp. Rev. 105, 123–147 (2017)

    Article  Google Scholar 

  15. Iris, Ç., Pacino, D., Ropke, S., Larsen, A.: Integrated berth allocation and quay crane assignment problem: set partitioning models and computational results. Transp. Res. Part E: Logist. Transp. Rev. 81, 75–97 (2015)

    Article  Google Scholar 

  16. Krimi, I., Benmansour, R., Ait El Cadi, A., Deshayes, L., Duvivier, D., Elhachemi, N.: A rolling horizon approach for the multi-quay berth allocation and crane assignment problem in bulk ports. Computer and Industrial Engineering, under review

    Google Scholar 

  17. Liang, C., Huang, Y., Yang, Y.: A quay crane dynamic scheduling problem by hybrid evolutionary algorithm for berth allocation planning. Comput. Ind. Eng. 56(3), 1021–1028 (2009)

    Article  Google Scholar 

  18. Meisel, F., Bierwirth, C.: Heuristics for the integration of crane productivity in the berth allocation problem. Transp. Res. Part E: Logist. Transp. Rev. 45(1), 196–209 (2009)

    Article  Google Scholar 

  19. Park, Y.-M., Kim, K.H.: A scheduling method for berth and quay cranes. In: Günther, H.-O., Kim, K.H. (eds.) Container Terminals and Automated Transport Systems, pp. 159–181. Springer, Heidelberg (2005). https://doi.org/10.1007/3-540-26686-0_7

    Chapter  Google Scholar 

  20. Raa, B., Dullaert, W., Van Schaeren, R.: An enriched model for the integrated berth allocation and quay crane assignment problem. Expert Syst. Appl. 38(11), 14136–14147 (2011)

    Google Scholar 

  21. Rodriguez-Molins, M., Salido, M.A., Barber, F.: A grasp-based metaheuristic for the berth allocation problem and the quay crane assignment problem by managing vessel cargo holds. Appl. Intell. 40(2), 273–290 (2014)

    Article  Google Scholar 

  22. Stopford, M.: Maritime Economics. Routledge, Abingdon (2013)

    Google Scholar 

  23. Umang, N., Bierlaire, M., Vacca, I.: Exact and heuristic methods to solve the berth allocation problem in bulk ports. Transp. Res. Part E: Logist. Transp. Rev. 54, 14–31 (2013)

    Article  Google Scholar 

  24. Vacca, I., Salani, M., Bierlaire, M.: An exact algorithm for the integrated planning of berth allocation and quay crane assignment. Transp. Sci. 47(2), 148–161 (2013)

    Article  Google Scholar 

  25. Yang, C., Wang, X., Li, Z.: An optimization approach for coupling problem of berth allocation and quay crane assignment in container terminal. Comput. Ind. Eng. 63(1), 243–253 (2012)

    Article  Google Scholar 

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Correspondence to Issam Krimi .

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Krimi, I., Aloullal, A., Benmansour, R., Ait El Cadi, A., Deshayes, L., Duvivier, D. (2019). A Variable Neighborhood Descent Heuristic for the Multi-quay Berth Allocation and Crane Assignment Problem Under Availability Constraints. In: Sifaleras, A., Salhi, S., Brimberg, J. (eds) Variable Neighborhood Search. ICVNS 2018. Lecture Notes in Computer Science(), vol 11328. Springer, Cham. https://doi.org/10.1007/978-3-030-15843-9_18

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  • DOI: https://doi.org/10.1007/978-3-030-15843-9_18

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-15842-2

  • Online ISBN: 978-3-030-15843-9

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