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Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
Authors:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
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Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
Analysis of Evolutionary Social Media Activities: Pre-Vaccine and Post-Vaccine Emergency Use 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1090-1092
Authors:  Haoyue Liu;  MengChu Zhou;  Xiaoyu Lu;  Abdullah Abusorrah;  Yusuf Al-Turki
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Dynamic Evolutionary Game-based Modeling, Analysis and Performance Enhancement of Blockchain Channels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 188-202
Authors:  PeiYun Zhang;  MengChu Zhou;  ChenXi Li;  Abdullah Abusorrah
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Blockchain  channel network  evolutionary game  malicious behavior  secure computing  stability analysis  
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
Authors:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
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Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
Authors:  Shoufei Han;  Kun Zhu;  MengChu Zhou;  Xiaojing Liu;  Haoyue Liu;  Yusuf Al-Turki;  Abdullah Abusorrah
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Adaptive strategy  fireworks algorithm  multimodal multiobjective optimization problems (MMOP)  
A Survey of Cyber Attacks on Cyber Physical Systems: Recent Advances and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 784-800
Authors:  Wenli Duo;  MengChu Zhou;  Abdullah Abusorrah
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Attack detection  attack strategy  cyber attack  cyber physical system (CPS)  secure control  
QoS Prediction Model of Cloud Services Based on Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 564-566
Authors:  WenJun Huang;  PeiYun Zhang;  YuTong Chen;  MengChu Zhou;  Yusuf Al-Turki;  Abdullah Abusorrah
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Disassembly Sequence Planning: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1308-1324
Authors:  Xiwang Guo;  MengChu Zhou;  Abdullah Abusorrah;  Fahad Alsokhiry;  Khaled Sedraoui
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Artificial intelligence (AI)  disassembly sequence planning (DSP)  intelligent optimization  modeling methods  multi-objective optimization  single-objective optimization  uncertainty  
Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1199-1209
Authors:  Ziyan Zhao;  Shixin Liu;  MengChu Zhou;  Abdullah Abusorrah
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Insertion-based local search  iterated greedy algorithm  machine learning, memetic algorithm  nondominated sorting genetic algorithm II (NSGA-II), production scheduling  
Deadlock-free Supervisor Design for Robotic Manufacturing Cells With Uncontrollable and Unobservable Events 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 597-605
Authors:  Bo Huang;  MengChu Zhou;  Cong Wang;  Abdullah Abusorrah;  Yusuf Al-Turki
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Deadlock prevention  Petri nets  robotic manufacturing cells  structure-minimized supervisor  supervisory control  uncontrollability  unobservability