Frontiers in Industrial Engineering | Industrial Informatics

Original Research

Accepted on 29 Sep 2025

Efficiently solving open capacitated location routing problems through a discrete fireworks algorithm

in Industrial Informatics

Huizhen Zhang
Xun Zhou
David Rios Insua

Frontiers in Industrial Engineering

doi 10.3389/fieng.2025.1686126

109 views

Original Research

Published on 25 Aug 2025

Hybrid heuristic approach for generalized police officer patrolling problem

in Industrial Informatics

Fumito Kudo
Hiroaki Tohyama
Masaki Tomisawa

Frontiers in Industrial Engineering

doi 10.3389/fieng.2025.1620422

571 views

Review

Published on 31 Jul 2025

Multi-agent reinforcement learning for flexible shop scheduling problem: a survey

in Industrial Informatics

Weitao Xu
Jinghan Gu
Wenqiang Zhang
Mitsuo Gen
Hayato Ohwada

Frontiers in Industrial Engineering

doi 10.3389/fieng.2025.1611512

2,343 views

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

1,149 views
1 citation

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

4,529 views
4 citations

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

1,798 views
2 citations

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

Frontiers in Industrial Engineering

doi 10.3389/fieng.2024.1337174

5,344 views
15 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

Frontiers in Industrial Engineering

doi 10.3389/fieng.2023.1266651

1,294 views
1 citation

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

2,242 views