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Articles

Original Research

Published on 05 Mar 2025

Hybrid genetic algorithm and Q-learning-based solution for the time-variant berth and quay crane allocation problem

in Industrial Informatics

Chengji Liang
Dong Tang
Rui Zhao
Yu Wang

Frontiers in Industrial Engineering

doi 10.3389/fieng.2025.1523203

186 views

Review

Published on 27 Jan 2025

Metaheuristics for multi-objective scheduling problems in industry 4.0 and 5.0: a state-of-the-arts survey

in Industrial Informatics

Wenqiang Zhang
Xuan Bao
Xinchang Hao
Mitsuo Gen

Frontiers in Industrial Engineering

doi 10.3389/fieng.2025.1540022

772 views

Review

Published on 07 Aug 2024

Overlaps between industrial informatics and control, data acquisition and management in Big Science

in Industrial Informatics

Gabriele Manduchi

Frontiers in Industrial Engineering

doi 10.3389/fieng.2024.1342734

939 views

Review

Published on 28 Feb 2024

Enhancing multi-objective evolutionary algorithms with machine learning for scheduling problems: recent advances and survey

in Industrial Informatics

Wenqiang Zhang
Guanwei Xiao
Mitsuo Gen
Huili Geng
Xiaomeng Wang
Miaolei Deng
Guohui Zhang

Enhancing multi-objective evolutionary algorithms with machine learning for scheduling problems: recent advances and survey

Frontiers in Industrial Engineering

doi 10.3389/fieng.2024.1337174

2,086 views
5 citations

Perspective

Published on 23 Nov 2023

We need a theoretical framework for the modernization of industrial legacy systems

in Industrial Informatics

Paulo Garcia
Warisa Sritriratanarak

We need a theoretical framework for the modernization of industrial legacy systems

Frontiers in Industrial Engineering

doi 10.3389/fieng.2023.1266651

853 views

Specialty Grand Challenge

Published on 02 Feb 2023

Grand challenges in industrial informatics

in Industrial Informatics

Luis M. Camarinha-Matos

Frontiers in Industrial Engineering

doi 10.3389/fieng.2023.1100340

1,651 views