A Variable Neighborhood Search Algorithm for the Integrated Berth Allocation and Quay Crane Assignment Problem

To improve the utilization of port resources and reduce the consumption of resources due to vessel waiting and delays, this paper investigates the Berth Allocation and Quay Crane Assignment Problem (BACAP) in container ports, focusing on the Quay Crane (QC) profile. The objective is to assign berths, berthing times, and QC profiles to vessels arriving at the port within a given planning horizon, thereby extending the traditional BACAP framework. To minimize the sum of idle time costs caused by vessel waiting and delay time costs due to late vessel departures, a mixed-integer linear programming (MILP) model is proposed. Additionally, a variable neighborhood search (VNS) algorithm is designed to solve the model, tailored to the specific characteristics of the problem. The proposed MILP model and VNS algorithm are evaluated using two sets of BACAP instances. The numerical results demonstrate the effectiveness of both the model and the algorithm, showing that VNS efficiently and reliably solves instances of various sizes. Furthermore, each neighborhood structure contributes uniquely to the iterative process. This study also analyzes the impact of different idle and delay costs on BACAP, providing valuable managerial insights. The proposed framework contributes to enhancing operational efficiency and supports sustainable port management.

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Publication Details

Journal
Sustainability
Published
2025-04-29
DOI
https://doi.org/10.3390/su17094022
Citations
1
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
1.24

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article

A Variable Neighborhood Search Algorithm for the Integrated Berth Allocation and Quay Crane Assignment Problem

Xiaorong Xie, Bin Ji, Samson S. Yu
1 citations
Sustainability
Advanced Manufacturing and Logistics Optimization
1.24
article

A Variable Neighborhood Search Algorithm for the Integrated Berth Allocation and Quay Crane Assignment Problem

Xiaorong Xie, Bin Ji, Samson S. Yu
article en
1 citations

Abstract

To improve the utilization of port resources and reduce the consumption of resources due to vessel waiting and delays, this paper investigates the Berth Allocation and Quay Crane Assignment Problem (BACAP) in container ports, focusing on the Quay Crane (QC) profile. The objective is to assign berths, berthing times, and QC profiles to vessels arriving at the port within a given planning horizon, thereby extending the traditional BACAP framework. To minimize the sum of idle time costs caused by vessel waiting and delay time costs due to late vessel departures, a mixed-integer linear programming (MILP) model is proposed. Additionally, a variable neighborhood search (VNS) algorithm is designed to solve the model, tailored to the specific characteristics of the problem. The proposed MILP model and VNS algorithm are evaluated using two sets of BACAP instances. The numerical results demonstrate the effectiveness of both the model and the algorithm, showing that VNS efficiently and reliably solves instances of various sizes. Furthermore, each neighborhood structure contributes uniquely to the iterative process. This study also analyzes the impact of different idle and delay costs on BACAP, providing valuable managerial insights. The proposed framework contributes to enhancing operational efficiency and supports sustainable port management.

SustainabilityVol. 17(9)
Central South University (CN), Deakin University (AU)
National Natural Science Foundation of China
Openalex Percentile: Top 20%
Advanced Manufacturing and Logistics Optimization
1.24
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A Variable Neighborhood Search Algorithm for the Integrated Berth Allocation and Quay Crane Assignment Problem — Xiaorong Xie, Bin Ji, et al. · Sustainability (2025) | TGRS Research Map | TGRS