Muli-Quay Combined Berth and Quay Crane Allocation Using the Cuckoo Search Algorithm
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| Název: | Muli-Quay Combined Berth and Quay Crane Allocation Using the Cuckoo Search Algorithm |
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| Autoři: | Aslam, Sheraz, Michaelides, Michalis, Herodotou, Herodotos |
| Zdroj: | Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems |
| Informace o vydavateli: | SCITEPRESS - Science and Technology Publications, 2024. |
| Rok vydání: | 2024 |
| Témata: | Cuckoo Search Algorithm, Engineering and Technology, Metaheuristic, Port Efficiency, Electrical Engineering - Electronic Engineering - Information Engineering, Berth and Quay Crane Allocation Problem |
| Popis: | This study investigates the combined berth allocation problem (BAP) and quay crane allocation problem (QCAP) while considering a multi-quay setting. First, a mixed integer linear programming mathematical model is developed based on various constraints and real port settings. Then, the multi-quay combined BAP and QCAP is solved using both the exact method and a metaheuristic optimization method, namely, the cuckoo search algorithm (CSA). This analysis pertains to a one-week planning scenario, utilizing data from a real port. The results of the comparative analysis show that the proposed CSA can provide a near-optimal solution (< 1.02% from the optimal) at a fraction of the computational time (10 times faster), as compared to the exact solution. This makes it suitable for solving larger instances of the combined BAP and QCAP for bigger terminals and extended planning horizons. This work was supported by the European Union’s Horizon Europe program for Research and Innovation through the aerOS project under Grant No. 101069732 as well as by the European Regional Development Fund and the Republic of Cyprus through the Cyprus Research and Innovation Foundation (MDigi-I: STRATEGIC INFRASTRUCTURES/1222/0113) |
| Druh dokumentu: | Article Conference object |
| DOI: | 10.5220/0012553400003702 |
| Přístupová URL adresa: | https://hdl.handle.net/20.500.14279/32834 https://api.elsevier.com/content/abstract/scopus_id/85194102521 |
| Přístupové číslo: | edsair.doi.dedup.....7490baf17d160f28f761cb0fd58fa7d3 |
| Databáze: | OpenAIRE |
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