Zhigang Ren

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 78

Top Topics

Optimal Control

Cooperative Coevolution

Optimization Problems

Evolutionary Algorithm

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Shi Liu, Song Chen, Tehuan Chen, Zhigang Ren
Residual neural network-based observer design for continuous stirred tank reactor systems. Commun. Nonlinear Sci. Numer. Simul. 128 (2024)
Dian Wang, Zhigang Ren, Gen Kondo, Peipeng Li
Interpretable domain knowledge enhanced machine learning framework on axial capacity prediction of circular CFST columns. CoRR (2024)
Wenhao Du, Zhigang Ren, Jihong Wang, An Chen
A surrogate-assisted evolutionary algorithm with knowledge transfer for expensive multimodal optimization problems. Inf. Sci. 652 (2024)
Zhigang Ren, Guoquan Ren, Dinghai Wu
Fusion of infrared and visible images based on discrete cosine wavelet transform and high pass filter. Soft Comput. 27 (18) (2023)
An Chen, Zhigang Ren, Muyi Wang, Hui Chen, Haoxi Leng, Shuai Liu
A Surrogate-Assisted Highly Cooperative Coevolutionary Algorithm for Hyperparameter Optimization in Deep Convolutional Neural Network. CoRR (2023)
An Chen, Zhigang Ren, Wenhua Guo, Yongsheng Liang, Zuren Feng
An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization. IEEE Trans. Evol. Comput. 27 (3) (2023)
Yaqiang Liu, Jun-Wei Wang, Zongze Wu, Zhigang Ren, Shengli Xie
Control for Semilinear Parabolic Distributed Parameter Systems With External Disturbances via Mobile Actuators and Sensors. IEEE Trans. Cybern. 53 (8) (2023)
An Chen, Zhigang Ren, Muyi Wang, Hui Chen, Haoxi Leng, Shuai Liu
A surrogate-assisted highly cooperative coevolutionary algorithm for hyperparameter optimization in deep convolutional neural networks. Appl. Soft Comput. 147 (2023)
An Chen, Zhigang Ren, Muyi Wang, Yongsheng Liang, Hanqing Liu, Wenhao Du
A surrogate-assisted variable grouping algorithm for general large-scale global optimization problems. Inf. Sci. 622 (2023)
Wenhao Du, Zhigang Ren, An Chen, Hanqing Liu, Yichuan Wang, Haoxi Leng
A multimodal evolutionary algorithm with multi-niche cooperation. Expert Syst. Appl. 219 (2023)
Haisen Guo, Zhigang Ren, Jialun Lai, Zongze Wu, Shengli Xie
Optimal navigation for AGVs: A soft actor-critic-based reinforcement learning approach with composite auxiliary rewards. Eng. Appl. Artif. Intell. 124 (2023)
Deyu Zeng, Jing Sun, Zongze Wu, Chris Ding, Zhigang Ren
Data representation learning via dictionary learning and self-representation. Appl. Intell. 53 (22) (2023)
An Chen, Zhigang Ren, Muyi Wang, Shenyu Su, Jiaqi Yun, Yichuang Wang
Aligning heterogeneous optimization problems with optimal correspondence assisted affine transformation for evolutionary multi-tasking. Appl. Soft Comput. 136 (2023)
Qi Tan, Zongze Wu, Jialun Lai, Zexiao Liang, Zhigang Ren
HDGN: Heat diffusion graph network for few-shot learning. Pattern Recognit. Lett. 171 (2023)
Wenhao Du, Zhigang Ren, Muju Wang, An Chen, Hanqing Liu, Shenyu Su
Evolutionary Multitasking with Search Direction Alignment. IJCNN (2023)
Deyu Zeng, Zongze Wu, Chris Ding, Zhigang Ren, Qingyu Yang, Shengli Xie
Labeled-Robust Regression: Simultaneous Data Recovery and Classification. IEEE Trans. Cybern. 52 (6) (2022)
Yaqiang Liu, Zongze Wu, Jialun Lai, Zhigang Ren, Shengli Xie
Iterative learning feedback control for linear parabolic distributed parameter systems with multiple collocated piecewise observation. J. Frankl. Inst. 359 (4) (2022)
Jiawei Pan, Deyu Zeng, Qi Tan, Zongze Wu, Zhigang Ren
EU-Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens. IET Image Process. 16 (10) (2022)
Tehuan Chen, Zhigang Ren, Guang Lin, Chao Xu
Learning-PDE-Based Approximate Optimal Control for an MHD System With Uncertainty Quantification. IEEE Trans. Syst. Man Cybern. Syst. 52 (11) (2022)
Tehuan Chen, Junqiang Lou, Zhigang Ren, Yanding Wei
Optimal Switching Time Control for Suppressing Residual Vibration in a High-Speed Macro-Micro Manipulator System. IEEE Trans. Control. Syst. Technol. 30 (1) (2022)
Wei Qiu, Chao Xu, Zhigang Ren, Kok Lay Teo
Scheduling and Planning Framework for Time Delay Integration Imaging by Agile Satellite. IEEE Trans. Aerosp. Electron. Syst. 58 (1) (2022)
Zongze Wu, Sihui Liu, Chris Ding, Zhigang Ren, Shengli Xie
Learning Graph Similarity With Large Spectral Gap. IEEE Trans. Syst. Man Cybern. Syst. 51 (3) (2021)
Zhigang Ren, Yongsheng Liang, Muyi Wang, Yang Yang, An Chen
An eigenspace divide-and-conquer approach for large-scale optimization. Appl. Soft Comput. 99 (2021)
An Chen, Zhigang Ren, Muyi Wang, Yongsheng Liang, Hanqing Liu, Wenhao Du
A Surrogate-Assisted Variable Grouping Algorithm for General Large Scale Global Optimization Problems. CoRR (2021)
Xi Liu, Zhigang Ren, Hongqiang Lyu, Zhihong Jiang, Pengju Ren, Badong Chen
Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering. IEEE Trans. Syst. Man Cybern. Syst. 51 (5) (2021)
Yongsheng Liang, Zhigang Ren, Lin Wang, Hanqing Liu, Wenhao Du
Surrogate-assisted cooperative signal optimization for large-scale traffic networks. Knowl. Based Syst. 234 (2021)
An Chen, Zhigang Ren, Yongsheng Liang, Daofu Guo
Enhancing Cooperative Coevolution for Large Scale Optimization by Exploiting Decomposition Solutions. CEC (2021)
Yaqiang Liu, Zhigang Ren, Zengwang Jin
Robust H ∞ Feedback Compensator Design for Linear Parabolic DPSs with Pointwise/Piecewise Control and Pointwise/Piecewise Measurement. Complex. 2021 (2021)
Zehua Pan, Zhigang Ren, Wei Guo, Yekun Men, Zhao Yu, Ping Chen, Ming Ren, Ran Duan
Research on Distributed Edge Computing Architecture Scheme for Cable Status Awareness. ICAIIS (2021)
Zongze Wu, Chunchen Su, Ming Yin, Zhigang Ren, Shengli Xie
Subspace clustering via stacked independent subspace analysis networks with sparse prior information. Pattern Recognit. Lett. 146 (2021)
Zhigang Ren, Jialun Lai, Zongze Wu, Shengli Xie
Deep neural networks-based real-time optimal navigation for an automatic guided vehicle with static and dynamic obstacles. Neurocomputing 443 (2021)
Huan Xie, Bo Yang, Zhigang Ren, Kebin Mu, Xueqian Zhao, Bang-Yan Lin
The information security transmission method for intelligent examination based on ZigBee communication. Int. J. Inf. Commun. Technol. 19 (3) (2021)
Wenhao Du, Zhigang Ren, An Chen, Hanqing Liu
A Knowledge Transfer-Based Evolutionary Algorithm for Multimodal Optimization. CEC (2021)
Xiaodong Ren, Daofu Guo, Zhigang Ren, Yongsheng Liang, An Chen
Enhancing hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive optimization via random projection. CoRR (2021)
Yongsheng Liang, Zhigang Ren, Lin Wang, Hanqing Liu, Wenhao Du
Surrogate-assisted cooperative signal optimization for large-scale traffic networks. CoRR (2021)
Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Zhigang Ren, HaiXia Huang, JiYuan Zang
Hyperspectral Image Denoising Based on Nonlocal Low-Rank and TV Regularization. Remote. Sens. 12 (12) (2020)
Zhigang Ren, An Chen, Muyi Wang, Yang Yang, Yongsheng Liang, Ke Shang
Bi-Hierarchical Cooperative Coevolution for Large Scale Global Optimization. IEEE Access 8 (2020)
Daofu Guo, Zhigang Ren, Yongsheng Liang, An Chen
Scaling Up Radial Basis Function for High-Dimensional Expensive Optimization Using Random Projection. CEC (2020)
Bo Yang, Huan Xie, Hongbin Li, Nuohan Li, Anchang Liu, Zhigang Ren, Kuan Ye, Rong Zhu, Xuezhi Xiang
Unsupervised Optical Flow Estimation Based on Improved Feature Pyramid. Neural Process. Lett. 52 (2) (2020)
Yongsheng Liang, Zhigang Ren, Xianghua Yao, Zuren Feng, An Chen, Wenhua Guo
Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction With Archive. IEEE Trans. Cybern. 50 (1) (2020)
Yinian Liang, Zhigang Ren, Zongze Wu, Deyu Zeng, Jianzhong Li
Scalable spectral ensemble clustering via building representative co-association matrix. Neurocomputing 390 (2020)
Zhigang Ren, Yongsheng Liang, Muyi Wang, Yang Yang, An Chen
An Eigenspace Divide-and-Conquer Approach for Large-Scale Optimization. CoRR (2020)
Tehuan Chen, Zhigang Ren, Guang Lin, Zongze Wu, Bao-Lin Ye
Real-time computational optimal control of an MHD flow system with parameter uncertainty quantification. J. Frankl. Inst. 357 (5) (2020)
Tehuan Chen, Junqiang Lou, Yiling Yang, Zhigang Ren, Chao Xu
Vibration Suppression of a High-Speed Macro-Micro Integrated System Using Computational Optimal Control. IEEE Trans. Ind. Electron. 67 (9) (2020)
Yongsheng Liang, Zhigang Ren, An Chen, Daofu Guo
Traffic Signal Optimization with Estimation of Distribution Algorithms and VISSIM-MATLAB Integrated Simulation Platform. CEC (2020)
Zhigang Ren, Tehuan Chen, Zongze Wu
Optimal matching control of a low energy charged particle beam in particle accelerators. IEEE CAA J. Autom. Sinica 6 (2) (2019)
Zhigang Ren, Bei Pang, Muyi Wang, Zuren Feng, Yongsheng Liang, An Chen, Yipeng Zhang
Surrogate model assisted cooperative coevolution for large scale optimization. Appl. Intell. 49 (2) (2019)
Tehuan Chen, Shichao Zhou, Zhigang Ren, Chao Xu
Optimal Open-Loop Control for 2-D Colloid Transport in the Dead-End Microchannel. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Zhijia Zhao, Xiuyu He, Zhigang Ren, Guilin Wen
Output Feedback Stabilization for an Axially Moving System. IEEE Trans. Syst. Man Cybern. Syst. 49 (12) (2019)
Yongsheng Liang, Zhigang Ren, Miao He, Lin Wang, Jianfu Cao, An Chen, Bei Pang
An efficient estimation of distribution algorithm with rank-one modification and population reduction. Biosyst. 181 (2019)
Zhigang Ren, Yongsheng Liang, Aimin Zhang, Yang Yang, Zuren Feng, Lin Wang
Boosting Cooperative Coevolution for Large Scale Optimization With a Fine-Grained Computation Resource Allocation Strategy. IEEE Trans. Cybern. 49 (12) (2019)
Zhigang Ren, Chao Xu, Zhongcheng Zhou, Zongze Wu, Tehuan Chen
Boundary stabilization of a class of reaction-advection-diffusion systems via a gradient-based optimization approach. J. Frankl. Inst. 356 (1) (2019)
Yongsheng Liang, Zhigang Ren, Yang Yang, An Chen, Daofu Guo, Bei Pang
A Mahalanobis Distance-Based Fitness Approximation Method for Estimation of Distribution Algorithms in Solving Expensive Optimization Problems. SMC (2019)
Zhijia Zhao, Xiuyu He, Zhigang Ren, Guilin Wen
Boundary Adaptive Robust Control of a Flexible Riser System With Input Nonlinearities. IEEE Trans. Syst. Man Cybern. Syst. 49 (10) (2019)
Zhigang Ren, Tehuan Chen, Zhijia Zhao
Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs. IEEE Access 7 (2019)
Ning Zhang, Bo Zhou, Kaimiao Wang, Zhou Zhou, Siyuan Jiang, Feng Zhao, Zhigang Ren
Research on Control Strategy of Excitation-loss for DSEM based on Full-bridge Converter. IECON (2019)
Tehuan Chen, Zhigang Ren
Optimal valve closure operations for pressure suppression in fluid transport pipelines. IEEE CAA J. Autom. Sinica 6 (4) (2019)
Bei Pang, Zhigang Ren, Yongsheng Liang, An Chen
Enhancing cooperative coevolution for large scale optimization by adaptively constructing surrogate models. GECCO (Companion) (2018)
Yongsheng Liang, Zhigang Ren, Bei Pang, An Chen
Niching an Archive-based Gaussian Estimation of Distribution Algorithm via Adaptive Clustering. CoRR (2018)
An Chen, Yipeng Zhang, Zhigang Ren, Yongsheng Liang, Bei Pang
A Global Information Based Adaptive Threshold for Grouping Large Scale Global Optimization Problems. CoRR (2018)
Zhijia Zhao, Yonghao Ma, Zhigang Ren, Chunming Tang, Guilin Wen
Vibration Boundary Control for a One-Dimensional Flexible Beam System With Restricted Input. IEEE Access 6 (2018)
Zhigang Ren, Yongsheng Liang, Lin Wang, Aimin Zhang, Bei Pang, Biying Li
Anisotropic adaptive variance scaling for Gaussian estimation of distribution algorithm. Knowl. Based Syst. 146 (2018)
Bei Pang, Zhigang Ren, Yongsheng Liang, An Chen
Enhancing Cooperative Coevolution for Large Scale Optimization by Adaptively Constructing Surrogate Models. CoRR (2018)
Chenlong He, Zuren Feng, Zhigang Ren
Distributed Algorithm for Voronoi Partition of Wireless Sensor Networks with a Limited Sensing Range. Sensors 18 (2) (2018)
An Chen, Yipeng Zhang, Zhigang Ren, Yang Yang, Yongsheng Liang, Bei Pang
A global information based adaptive threshold for grouping large scale optimization problems. GECCO (2018)
An Chen, Zhigang Ren, Yang Yang, Yongsheng Liang, Bei Pang
A historical interdependency based differential grouping algorithm for large scale global optimization. GECCO (Companion) (2018)
Yongsheng Liang, Zhigang Ren, Bei Pang, An Chen
Niching an archive-based gaussian estimation of distribution algorithm via adaptive clustering. GECCO (Companion) (2018)
Zhigang Ren, Bei Pang, Yongsheng Liang, An Chen, Yipeng Zhang
Surrogate Model Assisted Cooperative Coevolution for Large Scale Optimization. CoRR (2018)
Zhigang Ren, Zhijia Zhao, Zongze Wu, Tehuan Chen
Dynamic Optimal Control of a One-Dimensional Magnetohydrodynamic System With Bilinear Actuation. IEEE Access 6 (2018)
Xin Yu, Chao Xu, Zhigang Ren
Backstepping stabilization of the Fitzhugh-Nagumo system arising in nonlinear spatial-temporal evolutionary processes. ICMLC (2017)
Zhigang Ren, An Chen, Lin Wang, Yongsheng Liang, Bei Pang
An efficient vector-growth decomposition algorithm for cooperative coevolution in solving large scale problems. GECCO (Companion) (2017)
Honghao Chang, Zuren Feng, Zhigang Ren
Community Detection Using Dual-Representation Chemical Reaction Optimization. IEEE Trans. Cybern. 47 (12) (2017)
Yongsheng Liang, Zhigang Ren, Lin Wang, Bei Pang, Mohammad Moinul Hossain
Inferior solutions in Gaussian EDA: Useless or useful? CEC (2017)
Zhigang Ren, Chao Xu, Qun Lin, Ryan C. Loxton, Kok Lay Teo
Dynamic optimization of open-loop input signals for ramp-up current profiles in tokamak plasmas. Commun. Nonlinear Sci. Numer. Simul. 32 (2016)
Dexing Zhong, Xuefei Zhang, Haotian Sun, Zhigang Ren, Jiuqiang Han
A vision-based auxiliary system of multirotor unmanned aerial vehicles for autonomous rendezvous and docking. IJCNN (2016)
Chenlong He, Zuren Feng, Zhigang Ren
Collective motion of self-propelled particles without collision and fragmentation. SMC (2016)
Shanshan Huang, Zhigang Ren, Muju Wang, Chenlin Sun
A Two Stages Invasive Weed Optimization via a New Clustering Strategy. GECCO (Companion) (2016)
Zhigang Ren, Chenlong He, Dexing Zhong, Shanshan Huang, Yongsheng Liang
Enhance continuous estimation of distribution algorithm by variance enlargement and reflecting sampling. CEC (2016)
Zhigang Ren, Chao Xu, Qun Lin, Ryan C. Loxton
Output stabilization of boundary-controlled parabolic PDEs via gradient-based dynamic optimization. ACC (2015)
Tehuan Chen, Zhigang Ren, Chao Xu, Ryan C. Loxton
Optimal boundary control for water hammer suppression in fluid transmission pipelines. Comput. Math. Appl. 69 (4) (2015)
Xin Yu, Zhigang Ren, Qian Zhang, Chao Xu
A Numerical Method of the Euler-Bernoulli Beam with Optimal Local Kelvin-Voigt Damping. J. Appl. Math. 2014 (2014)
Tehuan Chen, Chao Xu, Zhigang Ren, Ryan C. Loxton
Optimal Boundary Control for Water Hammer Suppression in Fluid Transmission Pipelines. CoRR (2014)
Jingjing Huang, Aimin Zhang, Hang Zhang, Zhigang Ren, Jianhua Wang, Lei Zhang, Chao Zhang
Improved Direct Power Control for Rectifier Based on Fuzzy Sliding Mode. IEEE Trans. Control. Syst. Technol. 22 (3) (2014)
Zhigang Ren, Aimin Zhang, Changyun Wen, Zuren Feng
A Scatter Learning Particle Swarm Optimization Algorithm for Multimodal Problems. IEEE Trans. Cybern. 44 (7) (2014)
Zhigang Ren, Wen Chen, Aimin Zhang, Chao Zhang
Enhancing invasive weed optimization with taboo strategy. GECCO (Companion) (2013)
Honghao Chang, Zuren Feng, Zhigang Ren
Community detection using Ant Colony Optimization. IEEE Congress on Evolutionary Computation (2013)
Chao Zhang, Zhigang Ren, Aimin Zhang, Yuanxin Zhang, Yingsan Geng
Malicious data injection attack against power system state estimation based on orthogonal matching pursuit. ASCC (2013)
Zhigang Ren, Muyi Wang, Jie Wu
A novel multimodal-problem-oriented particle swarm optimization algorithm. GECCO (2013)
Zhigang Ren, Zuren Feng
An ant colony optimization approach to the multiple-choice multidimensional knapsack problem. GECCO (2010)
Liangjun Ke, Zuren Feng, Zhigang Ren, Xiaoliang Wei
An ant colony optimization approach for the multidimensional knapsack problem. J. Heuristics 16 (1) (2010)
Liangjun Ke, Zuren Feng, Zhigang Ren
An efficient ant colony optimization approach to attribute reduction in rough set theory. Pattern Recognit. Lett. 29 (9) (2008)
Zhigang Ren, Zuren Feng, Liangjun Ke, Hong Chang
A fast and efficient ant colony optimization approach for the set covering problem. IEEE Congress on Evolutionary Computation (2008)