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) …
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 …
Abstract Automated Container Terminals (ACTs) have attracted an increasing number of
researchers over the last decade, compared to conventional terminals, because of their …
researchers over the last decade, compared to conventional terminals, because of their …
An integrated scheduling method for AGV routing in automated container terminals
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 …
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
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 …
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 …
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 …
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 …
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 …
important concern over the years, involving comprehensive scientific analyses. Learning …
AGV-based vehicle transportation in automated container terminals: A survey
The global trends of automated container terminal: A systematic literature review
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 …
Container Terminals Delta Terminal in Port Rotterdam back in the year 1992, a lot of …