Applications of machine learning methods in port operations–A systematic literature review

S Filom, AM Amiri, S Razavi - Transportation Research Part E: Logistics and …, 2022 - Elsevier
Ports are pivotal nodes in supply chain and transportation networks, in which most of the
existing data remain underutilized. Machine learning methods are versatile tools to utilize …

[HTML][HTML] The synergistic effect of operational research and big data analytics in greening container terminal operations: A review and future directions

R Raeesi, N Sahebjamnia, SA Mansouri - European Journal of Operational …, 2023 - Elsevier
Abstract Container Terminals (CTs) are continuously presented with highly interrelated,
complex, and uncertain planning tasks. The ever-increasing intensity of operations at CTs in …

A new vocation queuing model to optimize truck appointments and yard handling-equipment use in dual transactions systems of container terminals

N Li, H Haralambides, H Sheng, Z Jin - Computers & Industrial Engineering, 2022 - Elsevier
In a dual transaction at a marine terminal, an external truck drops off one container and picks
up another on a single trip. To ensure a successful dual transaction operation and smooth …

An efficient ant colony optimization algorithm for the blocks relocation problem

R Jovanovic, M Tuba, S Voß - European Journal of Operational Research, 2019 - Elsevier
In this paper we present an ant colony optimization (ACO) algorithm for the Blocks
Relocation Problem (BRP). The method is applied to both versions of the problem most …

Container reshuffling considered space allocation problem in container terminals

C Zhou, W Wang, H Li - Transportation Research Part E: Logistics and …, 2020 - Elsevier
Abstract Space allocation problem (SAP) in container terminals is one of the yard
management challenges in short-term planning, however, the impact of container reshuffling …

Automated design of heuristics for the container relocation problem using genetic programming

M Đurasević, M Đumić - Applied Soft Computing, 2022 - Elsevier
The container relocation problem is a challenging combinatorial optimisation problem
tasked with finding a sequence of container relocations required to retrieve all containers by …

Automated generation of horizontal precast slab stacking plans

W Yi, H Wang, L Zhen, Y Liu - Journal of Construction Engineering …, 2023 - ascelibrary.org
Prefabrication is a promising construction method that helps to improve overall productivity,
reduce the environmental impact, and improve on-site safety and security. To accelerate the …

An exact algorithm for the unrestricted block relocation problem

S Tanaka, F Mizuno - Computers & Operations Research, 2018 - Elsevier
The purpose of this study is to propose an exact algorithm for the unrestricted block
relocation problem with distinct priorities. In this problem, a storage area is considered …

Smart stacking for import containers using customer information at automated container terminals

Y Feng, DP Song, D Li - European Journal of Operational Research, 2022 - Elsevier
Motivated by the practical import free-flow program that aims to expedite the container
retrieval process, we conceptualize a new container stacking strategy, termed Smart …

Optimal dry port configuration for container terminals: A non-linear model for sustainable decision making

F Facchini, S Digiesi, G Mossa - International Journal of Production …, 2020 - Elsevier
In recent years the maritime freight transport has rapidly increased, causing congestion in
many port areas. In some cases, in order to improve the capacity and the reliability of the …