Behavior perception-based disruption models for berth allocation and quay crane assignment problems

被引:48
|
作者
Liu, Changchun [1 ]
Zheng, Li [1 ]
Zhang, Canrong [2 ]
机构
[1] Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Grad Sch Shenzhen, Logist Engn & Simulat Lab, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Container terminals; Berth allocation; Quay crane assignment problem; Disruption environment; Prospect theory; CONTAINER TERMINALS; OPERATIONS-RESEARCH; TRANSSHIPMENT; MANAGEMENT; HEURISTICS; TEMPLATE; SEARCH;
D O I
10.1016/j.cie.2016.04.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Berth allocation and quay crane assignment problems are frequently encountered in container terminals and the scheduling problems usually exist in a disruption environment. This paper focuses on the rescheduling problem dealing with the disruption that a quay crane breakdowns unexpectedly in the middle of the execution of a planned schedule. Considering that the rescheduling action normally affect the conflicting objectives of port planner, vessel owners and crane operators, this paper aims to reschedule the system with the objective to minimize their negative deviation from the originally planned schedule. The problem is divided into two phases and the behavior perception-based disruption models are constructed for each phase based on prospect theory. Furthermore, an MIP-based relax-and-fix algorithm is proposed to obtain optimal solutions for Phase I and a dynamic. programming technique is applied to solve Phase II. Finally, extensive numerical experiments are conducted to test the performance of the proposed models and solution approaches. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:258 / 275
页数:18
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