
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems
Kaiwen Li, Tao Zhang, Rui Wang, et al.
IEEE Transactions on Cybernetics (2021) Vol. 52, Iss. 12, pp. 13142-13155
Open Access | Times Cited: 62
Kaiwen Li, Tao Zhang, Rui Wang, et al.
IEEE Transactions on Cybernetics (2021) Vol. 52, Iss. 12, pp. 13142-13155
Open Access | Times Cited: 62
Showing 1-25 of 62 citing articles:
Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem
Yu Du, Junqing Li, Xiaolong Chen, et al.
IEEE Transactions on Emerging Topics in Computational Intelligence (2022) Vol. 7, Iss. 4, pp. 1036-1050
Closed Access | Times Cited: 116
Yu Du, Junqing Li, Xiaolong Chen, et al.
IEEE Transactions on Emerging Topics in Computational Intelligence (2022) Vol. 7, Iss. 4, pp. 1036-1050
Closed Access | Times Cited: 116
Generative AI and process systems engineering: The next frontier
Benjamin Decardi‐Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, et al.
Computers & Chemical Engineering (2024) Vol. 187, pp. 108723-108723
Open Access | Times Cited: 20
Benjamin Decardi‐Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, et al.
Computers & Chemical Engineering (2024) Vol. 187, pp. 108723-108723
Open Access | Times Cited: 20
HGNP: A PCA-based heterogeneous graph neural network for a family distributed flexible job shop
Jiake Li, Junqing Li, Ying Xu
Computers & Industrial Engineering (2025), pp. 110855-110855
Closed Access | Times Cited: 2
Jiake Li, Junqing Li, Ying Xu
Computers & Industrial Engineering (2025), pp. 110855-110855
Closed Access | Times Cited: 2
Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems
Yunqiu Xu, Meng Fang, Ling Chen, et al.
IEEE Transactions on Cybernetics (2021) Vol. 52, Iss. 10, pp. 11107-11120
Closed Access | Times Cited: 64
Yunqiu Xu, Meng Fang, Ling Chen, et al.
IEEE Transactions on Cybernetics (2021) Vol. 52, Iss. 10, pp. 11107-11120
Closed Access | Times Cited: 64
A hybrid optimization framework for UAV reconnaissance mission planning
Wei Liu, Tao Zhang, Shengjun Huang, et al.
Computers & Industrial Engineering (2022) Vol. 173, pp. 108653-108653
Closed Access | Times Cited: 41
Wei Liu, Tao Zhang, Shengjun Huang, et al.
Computers & Industrial Engineering (2022) Vol. 173, pp. 108653-108653
Closed Access | Times Cited: 41
Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling
Xiao-Fang Liu, Yongchun Fang, Zhi‐Hui Zhan, et al.
IEEE Transactions on Systems Man and Cybernetics Systems (2023) Vol. 53, Iss. 7, pp. 4052-4063
Closed Access | Times Cited: 24
Xiao-Fang Liu, Yongchun Fang, Zhi‐Hui Zhan, et al.
IEEE Transactions on Systems Man and Cybernetics Systems (2023) Vol. 53, Iss. 7, pp. 4052-4063
Closed Access | Times Cited: 24
Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model
Zhenkun Wang, Shunyu Yao, Genghui Li, et al.
IEEE Transactions on Cybernetics (2023) Vol. 54, Iss. 3, pp. 1984-1996
Closed Access | Times Cited: 22
Zhenkun Wang, Shunyu Yao, Genghui Li, et al.
IEEE Transactions on Cybernetics (2023) Vol. 54, Iss. 3, pp. 1984-1996
Closed Access | Times Cited: 22
Machine Learning to Solve Vehicle Routing Problems: A Survey
Aigerim Bogyrbayeva, Meraryslan Meraliyev, Taukekhan Mustakhov, et al.
IEEE Transactions on Intelligent Transportation Systems (2024) Vol. 25, Iss. 6, pp. 4754-4772
Closed Access | Times Cited: 12
Aigerim Bogyrbayeva, Meraryslan Meraliyev, Taukekhan Mustakhov, et al.
IEEE Transactions on Intelligent Transportation Systems (2024) Vol. 25, Iss. 6, pp. 4754-4772
Closed Access | Times Cited: 12
Learning to Construct a Solution for the Agile Satellite Scheduling Problem With Time-Dependent Transition Times
Ming Chen, Yonghao Du, Ke Tang, et al.
IEEE Transactions on Systems Man and Cybernetics Systems (2024) Vol. 54, Iss. 10, pp. 5949-5963
Closed Access | Times Cited: 12
Ming Chen, Yonghao Du, Ke Tang, et al.
IEEE Transactions on Systems Man and Cybernetics Systems (2024) Vol. 54, Iss. 10, pp. 5949-5963
Closed Access | Times Cited: 12
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0
Ali Arishi, Krishna Krishnan, Majed Arishi
Engineering Applications of Artificial Intelligence (2022) Vol. 116, pp. 105439-105439
Closed Access | Times Cited: 33
Ali Arishi, Krishna Krishnan, Majed Arishi
Engineering Applications of Artificial Intelligence (2022) Vol. 116, pp. 105439-105439
Closed Access | Times Cited: 33
When architecture meets AI: A deep reinforcement learning approach for system of systems design
Menglong Lin, Тао Чен, Honghui Chen, et al.
Advanced Engineering Informatics (2023) Vol. 56, pp. 101965-101965
Closed Access | Times Cited: 20
Menglong Lin, Тао Чен, Honghui Chen, et al.
Advanced Engineering Informatics (2023) Vol. 56, pp. 101965-101965
Closed Access | Times Cited: 20
Sponet: solve spatial optimization problem using deep reinforcement learning for urban spatial decision analysis
Haojian Liang, Shaohua Wang, Huilai Li, et al.
International Journal of Digital Earth (2023) Vol. 17, Iss. 1
Open Access | Times Cited: 17
Haojian Liang, Shaohua Wang, Huilai Li, et al.
International Journal of Digital Earth (2023) Vol. 17, Iss. 1
Open Access | Times Cited: 17
Container stacking optimization based on Deep Reinforcement Learning
Xin Jin, Zhentang Duan, Wen Song, et al.
Engineering Applications of Artificial Intelligence (2023) Vol. 123, pp. 106508-106508
Closed Access | Times Cited: 16
Xin Jin, Zhentang Duan, Wen Song, et al.
Engineering Applications of Artificial Intelligence (2023) Vol. 123, pp. 106508-106508
Closed Access | Times Cited: 16
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time
Haoran Ye, Jiarui Wang, Helan Liang, et al.
Proceedings of the AAAI Conference on Artificial Intelligence (2024) Vol. 38, Iss. 18, pp. 20284-20292
Open Access | Times Cited: 5
Haoran Ye, Jiarui Wang, Helan Liang, et al.
Proceedings of the AAAI Conference on Artificial Intelligence (2024) Vol. 38, Iss. 18, pp. 20284-20292
Open Access | Times Cited: 5
Learning to construct a solution for UAV path planning problem with positioning error correction
Jie Chun, Ming Chen, Xiaolu Liu, et al.
Knowledge-Based Systems (2024), pp. 112569-112569
Closed Access | Times Cited: 4
Jie Chun, Ming Chen, Xiaolu Liu, et al.
Knowledge-Based Systems (2024), pp. 112569-112569
Closed Access | Times Cited: 4
Neural combinatorial optimization with reinforcement learning in industrial engineering: a survey
K. T. Chung, C.K.M. Lee, Y.P. Tsang
Artificial Intelligence Review (2025) Vol. 58, Iss. 5
Open Access
K. T. Chung, C.K.M. Lee, Y.P. Tsang
Artificial Intelligence Review (2025) Vol. 58, Iss. 5
Open Access
A neural priority model for agile earth observation satellite scheduling using deep reinforcement learning
Ming Chen, Luona Wei, Jie Chun, et al.
Applied Soft Computing (2025), pp. 112984-112984
Closed Access
Ming Chen, Luona Wei, Jie Chun, et al.
Applied Soft Computing (2025), pp. 112984-112984
Closed Access
Deep reinforcement learning based low energy consumption scheduling approach design for urban electric logistics vehicle networks
Pengfei Sun, Jingbo He, Jianxiong Wan, et al.
Scientific Reports (2025) Vol. 15, Iss. 1
Open Access
Pengfei Sun, Jingbo He, Jianxiong Wan, et al.
Scientific Reports (2025) Vol. 15, Iss. 1
Open Access
Cooperative coevolutionary competition swarm optimizer with perturbation for high-dimensional multi-objective optimization
Sheng Qi, Rui Wang, Tao Zhang, et al.
Information Sciences (2023) Vol. 644, pp. 119253-119253
Closed Access | Times Cited: 10
Sheng Qi, Rui Wang, Tao Zhang, et al.
Information Sciences (2023) Vol. 644, pp. 119253-119253
Closed Access | Times Cited: 10
CADer: A Deep Reinforcement Learning Approach for Designing the Communication Architecture of System of Systems
Menglong Lin, Тао Чен, Bangbang Ren, et al.
IEEE Transactions on Intelligent Vehicles (2023) Vol. 8, Iss. 5, pp. 3405-3417
Closed Access | Times Cited: 9
Menglong Lin, Тао Чен, Bangbang Ren, et al.
IEEE Transactions on Intelligent Vehicles (2023) Vol. 8, Iss. 5, pp. 3405-3417
Closed Access | Times Cited: 9
Reinforcement learning for addressing the cold-user problem in recommender systems
Stelios Giannikis, Flavius Frăsincar, David Boekestijn
Knowledge-Based Systems (2024) Vol. 294, pp. 111752-111752
Open Access | Times Cited: 3
Stelios Giannikis, Flavius Frăsincar, David Boekestijn
Knowledge-Based Systems (2024) Vol. 294, pp. 111752-111752
Open Access | Times Cited: 3
Cyber-Physical Zero Trust Architecture for Industrial Cyber-Physical Systems
Xiaomeng Feng, Shiyan Hu
IEEE Transactions on Industrial Cyber-Physical Systems (2023) Vol. 1, pp. 394-405
Closed Access | Times Cited: 8
Xiaomeng Feng, Shiyan Hu
IEEE Transactions on Industrial Cyber-Physical Systems (2023) Vol. 1, pp. 394-405
Closed Access | Times Cited: 8
User Recommendation in Social Metaverse with VR
Bing-Jyue Chen, De-Nian Yang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management (2022), pp. 148-158
Closed Access | Times Cited: 12
Bing-Jyue Chen, De-Nian Yang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management (2022), pp. 148-158
Closed Access | Times Cited: 12
Reinforcement learning-based dynamic planning of cut and fill operations for earthwork optimization
Gwan Choi, SangUk Han
Automation in Construction (2023) Vol. 156, pp. 105111-105111
Closed Access | Times Cited: 7
Gwan Choi, SangUk Han
Automation in Construction (2023) Vol. 156, pp. 105111-105111
Closed Access | Times Cited: 7
An attention model with multiple decoders for solving p-Center problems
Xu Chen, Shaohua Wang, Huilai Li, et al.
International Journal of Applied Earth Observation and Geoinformation (2023) Vol. 125, pp. 103526-103526
Open Access | Times Cited: 7
Xu Chen, Shaohua Wang, Huilai Li, et al.
International Journal of Applied Earth Observation and Geoinformation (2023) Vol. 125, pp. 103526-103526
Open Access | Times Cited: 7