A Lagrangian relaxation-based algorithm for the allocation of yard cranes for yard activities with different priorities

被引:3
|
作者
Zhang, Canrong [1 ,3 ]
Wu, Tao [2 ]
Zheng, Li [3 ]
Miao, Lixin [1 ]
机构
[1] Tsinghua Univ, Grad Sch Shenzhen, Logist Engn & Simulat Lab, Shenzhen 518055, Peoples R China
[2] Univ Phoenix, Apollo Grp Inc, Phoenix, AZ 85040 USA
[3] Tsinghua Univ, Dept Ind Engn, Beijing 10084, Peoples R China
关键词
Crane allocation; container terminal; Lagrangian relaxation; sub-gradient; yard crane; DECISION-SUPPORT-SYSTEM; LOAD EXPORT CONTAINERS; ROUTING ALGORITHM; OPERATIONS-RESEARCH; TRANSSHIPMENT; TERMINALS; DEPLOYMENT;
D O I
10.1007/s11518-013-5215-8
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper proposes a mixed integer programming model for the allocation of rail mounted gantry cranes for four basic yard activities with different priorities. The model pays special attention to the typical features of this kind of gantry cranes, such as a restricted traveling range and a limited number of adjustments during loading and discharging operations. In contrast to most of the literature dealing with these four yard activities individually, this paper models them into an integrated problem, whose computational complexity is proved to be NP-hard. We are therefore motivated to develop a Lagrangian relaxation-based heuristic to solve the problem. We compare the proposed heuristic with the branch-and-bound method that uses commercial software packages. Extensive computational results show that the proposed heuristic achieves competitive solution qualities for solving the tested problems.
引用
收藏
页码:227 / 252
页数:26
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