Train assignment and handling capacity arrangement in multi-yard railway container terminals: An enhanced adaptive large neighborhood search heuristic approach

被引:1
作者
Xia, Tian [1 ]
Wang, Li [1 ]
Liu, Wenqian [1 ]
Zhang, Qin [1 ]
Dong, Jing-Xin [2 ]
Zhu, Xiaoning [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing 100044, Peoples R China
[2] Newcastle Univ, Business Sch, 5 Barrack Rd, Newcastle Upon Tyne NE1 4SE, England
基金
中国国家自然科学基金;
关键词
Container transportation; Multi-yard container terminal; Adaptive large neighborhood search; Scheduling; QUAY CRANE ASSIGNMENT; BERTH ALLOCATION; FREIGHT TRAINS; TRANSSHIPMENT; OPTIMIZATION; OPERATIONS; VESSELS; PORT;
D O I
10.1016/j.cie.2024.110733
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Expanding terminal scale and constructing multiple railway handling yards have become popular strategies for leading railway container terminals globally to cope with the ever-increasing handling volume. Although such an approach greatly enhances the terminal's productivity, it also intensifies handling operations and introduces additional inter-yard interactions, complicating terminal management. To address these challenges, this paper investigates an integrated optimization approach for multi-yard railway container terminals, which feature both rail-road and rail-rail container transshipment operations. The train assignment plan for each yard and the handling capacity arrangement for each train are jointly optimized while considering inter-yard container transits, workload allocation for yards, and safety requirements in train shunting. This problem is formulated as a nonlinear programming model, with the objective to minimize operational delay and service time for each incoming train, and to minimize workload differences and container transit volume among yards. To efficiently solve this problem, this research develops an enhanced adaptive large neighborhood search (EALNS) heuristic, which includes several customized operators and feasibility repair methods, and is further enhanced with a local search method and backtracking mechanism compared to the standard ALNS framework. Computational experiments with different data scales and problem settings demonstrate the superiority of the EALNS in terms of solution quality and stability compared with three other solution methods. Additionally, practical insights for terminal operations are drawn through detailed analysis of different infrastructure configurations, transshipment train characteristics, and unit cost settings.
引用
收藏
页数:28
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