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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
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)
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)
Becker, C., Scholl, A.: A survey on problems and methods in generalized assembly line balancing. Eur. J. Oper. Res. 168(3), 694–715 (2006)
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)
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)
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)
Diabat, A., Theodorou, E.: An integrated quay crane assignment and scheduling problem. Comput. Ind. Eng. 73, 115–123 (2014)
Duarte, A., Mladenović, N., Sánchez-Oro, J., Todosijević, R.: Variable neighborhood descent. In: Handbook of Heuristics, pp. 1–27 (2016)
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)
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)
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)
Hansen, P., Mladenović, N., Pérez, J.A.M.: Variable neighbourhood search: methods and applications. Ann. Oper. Res. 175(1), 367–407 (2010)
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)
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)
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)
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
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)
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)
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
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)
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)
Stopford, M.: Maritime Economics. Routledge, Abingdon (2013)
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)
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)
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)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
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
Download citation
DOI: https://doi.org/10.1007/978-3-030-15843-9_18
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-15842-2
Online ISBN: 978-3-030-15843-9
eBook Packages: Computer ScienceComputer Science (R0)