Adapted techniques of explainable artificial intelligence for explaining genetic algorithms on the example of job scheduling

YC Wang, T Chen - Expert Systems with Applications, 2024 - Elsevier
Many evolutionary artificial intelligence (AI) technologies have been applied to assist with
job scheduling in manufacturing. One of the main approaches is genetic algorithms (GAs) …

A comprehensive review and directions for future research on the integrated scheduling of quay cranes and automated guided vehicles and yard cranes in automated …

D Naeem, M Gheith, A Eltawil - Computers & Industrial Engineering, 2023 - Elsevier
Abstract Automated Container Terminals (ACTs) have attracted an increasing number of
researchers over the last decade, compared to conventional terminals, because of their …

An integrated scheduling method for AGV routing in automated container terminals

Y Yang, M Zhong, Y Dessouky, O Postolache - Computers & Industrial …, 2018 - Elsevier
The simultaneous scheduling of quay cranes (QCs), automated guided vehicles (AGVs), and
yard cranes (YCs) in automated container terminals (ACTs) has been a critical problem. This …

[HTML][HTML] Container port truck dispatching optimization using Real2Sim based deep reinforcement learning

J **, T Cui, R Bai, R Qu - European Journal of Operational Research, 2024 - Elsevier
In marine container terminals, truck dispatching optimization is often considered as the
primary focus as it provides crucial synergy between the sea-side operations and yard-side …

A three-stage decomposition method for the joint vehicle dispatching and storage allocation problem in automated container terminals

H Hu, X Chen, T Wang, Y Zhang - Computers & Industrial Engineering, 2019 - Elsevier
This paper addresses the joint vehicle dispatching and storage allocation problem in
automated container terminals (ACTs). Two types of popular vehicles used in ACTs are …

[HTML][HTML] A genetic algorithm for optimization of integrated scheduling of cranes, vehicles, and storage platforms at automated container terminals

SM Homayouni, SH Tang, O Motlagh - Journal of Computational and …, 2014 - Elsevier
Commonly in container terminals, the containers are stored in yards on top of each other
using yard cranes. The split-platform storage/retrieval system (SP-AS/RS) has been invented …

Explainable artificial intelligence (XAI) in manufacturing

TCT Chen - … Intelligence (XAI) in Manufacturing: Methodology, Tools …, 2023 - Springer
This chapter begins by defining explainable artificial intelligence (XAI). A procedure for
implementing XAI was also established. Then, through literature analysis, the application of …

The evolution of green port research: a knowledge map** analysis

CY Lin, GL Dai, S Wang, XM Fu - Sustainability, 2022 - mdpi.com
Green port research integrates numerous theoretical and empirical studies of topics of
important concern over the years, involving comprehensive scientific analyses. Learning …

AGV-based vehicle transportation in automated container terminals: A survey

PZH Sun, J You, S Qiu, EQ Wu, P ** container throughput, terminals urgently need to
improve the efficiency of thier operations and reduce operational costs through automation …

The global trends of automated container terminal: A systematic literature review

WK Kon, NSF Abdul Rahman, R Md Hanafiah… - Maritime Business …, 2021 - emerald.com
Purpose Since the first automated container terminal (ACT) was introduced at Europe
Container Terminals Delta Terminal in Port Rotterdam back in the year 1992, a lot of …