Wenyin Gong

192 papers A 4B 12C 1Misc 1Journal 155Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A knowledge-driven memetic algorithm for energy-aware flexible job shop scheduling with limited AGV transportation.
Memetic Comput.
Yajie Huo, Fayong Zhang, Wenyin Gong
2026 J jnl
Composite indicator-guided infilling sampling for expensive multi-objective optimization.
Swarm Evol. Comput.
Huixiang Zhen, Xiaotong Li, Wenyin Gong, Xiangyun Hu
2026 J jnl
Information entropy based evolutionary multitasking optimization.
Expert Syst. Appl.
Shuijia Li, Rui Wang, Wenyin Gong, Yanchi Li, Delong Chen, Zuowen Liao
2026 J jnl
Multiobjective Multitask Optimization With Manifold Structure-Driven Knowledge Transfer.
IEEE Trans. Syst. Man Cybern. Syst.
Tingyu Zhang, Xinyi Wu, Yanchi Li, Shuijia Li, Wenyin Gong
2026 J jnl
UAV trajectory planning method based on dynamic window approach and adaptive deep Q-networks.
Int. J. Bio Inspired Comput.
Xiaobo Liu, Hongbo Xiang, Wenyin Gong, Feng Wang, Zhihua Cai
2026 J jnl
Unbalanced and Balanced Competition Strategy-Assisted Dual-Swarm Optimizer for Constrained Multi-Objective Optimization.
IEEE Trans Autom. Sci. Eng.
Yubo Wang, Chengyu Hu, Xinyi Wu, Xuesong Yan, Wenyin Gong, Liang Gao
2025 J jnl
A Co-Evolutionary Dual Niching Differential Evolution Algorithm for Nonlinear Equation Systems Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuijia Li, Rui Wang, Wenyin Gong, Zuowen Liao, Ling Wang
2025 J jnl
A Diversity-Enhanced Tri-Stage Framework for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Yubo Wang, Chengyu Hu, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao
2025 J jnl
Adaptive knowledge-based multi-objective evolutionary algorithm for hybrid flow shop scheduling problems with multiple parallel batch processing stages.
Swarm Evol. Comput.
Feige Liu, Xin Li, Chao Lu, Wenyin Gong
2025 J jnl
Advanced design for nonlinear photovoltaic system problems: A co-evolutionary framework based on a decomposition approach.
Swarm Evol. Comput.
Yujun Zhang, Wenyin Gong, Rui Zhong, Huiling Chen, Jun Yu, Junbo Jacob Lian, Juan Zhao, Zheng-Ming Gao
2025 J jnl
Affinity Propagation Hierarchical Memetic Algorithm for Multimodal Multiobjective Flexible Job Shop Scheduling With Variable Speed.
IEEE Trans. Evol. Comput.
Cong Luo, Xinyu Li, Wenyin Gong, Liang Gao
2025 J jnl
An Evolutionary Multitasking Memetic Algorithm for Multiobjective Distributed Heterogeneous Welding Flow Shop Scheduling.
IEEE Trans. Evol. Comput.
Rui Li, Ling Wang, Wenyin Gong, Fei Ming
2025 J jnl
An ensemble local search framework for population-based metaheuristic algorithms on single-objective optimization.
Appl. Soft Comput.
Chunlei Li, Libao Deng, Wenyin Gong, Liyan Qiao
2025 J jnl
Automated Configuration of Evolutionary Algorithms via Deep Reinforcement Learning for Constrained Multiobjective Optimization.
IEEE Trans. Cybern.
Fei Ming, Wenyin Gong, Bing Xue, Mengjie Zhang, Yaochu Jin
2025 J jnl
Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xiaoliang Chu, Fei Ming, Wenyin Gong
2025 J jnl
Composite Indicator-Guided Infilling Sampling for Expensive Multi-Objective Optimization.
CoRR
Huixiang Zhen, Xiaotong Li, Wenyin Gong, Ling Wang, Xiangyun Hu
2025 J jnl
Distributed Heterogeneous Flow Shop Scheduling Method for Dual-Carbon Goals.
IEEE Trans Autom. Sci. Eng.
Xue-song Yan, Hao Zuo, Chengyu Hu, Wenyin Gong, Liang Gao
2025 J jnl
Distribution Direction-Assisted Two-Stage Knowledge Transfer for Many-Task Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Tingyu Zhang, Xinyi Wu, Yanchi Li, Wenyin Gong, Hu Qin
2025 J jnl
Evolutionary Competitive Multiobjective Multitasking: One-Pass Optimization of Heterogeneous Pareto Solutions.
IEEE Trans. Evol. Comput.
Yanchi Li, Xinyi Wu, Wenyin Gong, Meng Xu, Yubo Wang, Qiong Gu
2025 J jnl
MMAGL: Multiobjective Multiview Attributed Graph Learning for Joint Clustering of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Cheng Zeng, Gan Yu
2025 J jnl
Memetic algorithm based on non-dominated levels for flexible job shop scheduling problem with learn-forgetting effect and worker cooperation.
Comput. Ind. Eng.
Kaixing Han, Wenyin Gong
2025 J jnl
Multimodal multi-objective optimization via multi-operator adaptation and clustering-based environmental selection.
Swarm Evol. Comput.
Xinyi Wu, Fei Ming, Wenyin Gong, Bolin Liao, Yuanyuan Guo
2025 J jnl
Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer Adaptation.
IEEE Trans. Evol. Comput.
Yanchi Li, Wenyin Gong
2025 J jnl
Multiobjective Multitask Optimization via Diversity- and Convergence-Oriented Knowledge Transfer.
IEEE Trans. Syst. Man Cybern. Syst.
Yanchi Li, Dongcheng Li, Wenyin Gong, Qiong Gu
2025 J jnl
Offline evolutionary optimization with problem-driven model pool design and weighted model selection indicator.
Swarm Evol. Comput.
Huixiang Zhen, Bing Xue, Wenyin Gong, Mengjie Zhang, Ling Wang
2025 J jnl
Progressive auto-encoding for domain adaptation in evolutionary multi-task optimization.
Appl. Soft Comput.
Qiong Gu, Yanchi Li, Wenyin Gong, Zhiyuan Yuan, Bin Ning, Chunyang Hu, Jicheng Wu
2025 B conf
Solving Multimodal Multi-objective Optimization Problems in Limited Time.
CEC
Fei Ming, Bing Xue, Wenyin Gong, Mengjie Zhang
2025 J jnl
Surrogate-assisted evolutionary sampling particle swarm optimization for high-dimensional expensive optimization.
Neural Comput. Appl.
Kuihua Huang, Huixiang Zhen, Wenyin Gong, Rui Wang, Weiwei Bian
2025 J jnl
Transfer Task-Averaged Natural Gradient for Efficient Many-Task Optimization.
IEEE Trans. Evol. Comput.
Yanchi Li, Wenyin Gong, Qiong Gu
2025 J jnl
Two-stage memetic algorithm for green flexible job shop scheduling problem considering machine deterioration and maintenance.
Memetic Comput.
Guoqiang Zhu, Jianfeng Liu, Wenyin Gong
2025 J jnl
Utilizing feasible non-dominated solution information for constrained multi-objective optimization.
Inf. Sci.
Yubo Wang, Chengyu Hu, Xinyi Wu, Zhengchen Zhou, Xuesong Yan, Wenyin Gong
2024 J jnl
A Competitive and Cooperative Evolutionary Framework for Ensemble of Constraint Handling Techniques.
IEEE Trans. Syst. Man Cybern. Syst.
Yanchi Li, Wenyin Gong, Zhenzhen Hu, Shuijia Li
2024 J jnl
A Q-learning memetic algorithm for energy-efficient heterogeneous distributed assembly permutation flowshop scheduling considering priorities.
Swarm Evol. Comput.
Cong Luo, Wenyin Gong, Fei Ming, Chao Lu
2024 J jnl
A dynamic decision-driven memetic algorithm for fuzzy distributed hybrid flow shop rescheduling considering quality control.
Expert Syst. Appl.
Libao Deng, Yixuan Qiu, Wenyin Gong, Yuanzhu Di, Chunlei Li
2024 J jnl
An enhanced memetic algorithm with hierarchical heuristic neighborhood search for type-2 green fuzzy flexible job shop scheduling.
Eng. Appl. Artif. Intell.
Kanglin Huang, Wenyin Gong, Chao Lu
2024 J jnl
Bi-directional search based on constraint relaxation for constrained multi-objective optimization problems with large infeasible regions.
Expert Syst. Appl.
Yubo Wang, Kuihua Huang, Wenyin Gong, Fei Ming
2024 J jnl
Co-Evolution With Deep Reinforcement Learning for Energy-Aware Distributed Heterogeneous Flexible Job Shop Scheduling.
IEEE Trans. Syst. Man Cybern. Syst.
Rui Li, Wenyin Gong, Ling Wang, Chao Lu, Chenxin Dong
2024 J jnl
Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection.
CoRR
Fei Ming, Wenyin Gong, Ling Wang, Yaochu Jin
2024 J jnl
Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer.
IEEE Trans. Evol. Comput.
Fei Ming, Wenyin Gong, Ling Wang, Liang Gao
2024 J jnl
Constrained Multiobjective Optimization via Relaxations on Both Constraints and Objectives.
IEEE Trans. Artif. Intell.
Fei Ming, Bing Xue, Mengjie Zhang, Wenyin Gong, Huixiang Zhen
2024 J jnl
Constrained multi-objective optimization evolutionary algorithm for real-world continuous mechanical design problems.
Eng. Appl. Artif. Intell.
Fei Ming, Wenyin Gong, Huixiang Zhen, Ling Wang, Liang Gao
2024 J jnl
Constrained multi-objective optimization with dual-swarm assisted competitive swarm optimizer.
Swarm Evol. Comput.
Yubo Wang, Chengyu Hu, Wenyin Gong, Fei Ming
2024 J jnl
Constrained multitasking optimization via co-evolution and domain adaptation.
Swarm Evol. Comput.
Tingyu Zhang, Dongcheng Li, Yanchi Li, Wenyin Gong
2024 J jnl
Deep and wide search assisted evolutionary algorithm with reference vector guidance for many-objective optimization.
Swarm Evol. Comput.
Jin Chen, Xuesong Yan, Chengyu Hu, Wenyin Gong
2024 J jnl
Deep reinforcement learning-based memetic algorithm for energy-aware flexible job shop scheduling with multi-AGV.
Comput. Ind. Eng.
Fayong Zhang, Rui Li, Wenyin Gong
2024 J jnl
Double DQN-Based Coevolution for Green Distributed Heterogeneous Hybrid Flowshop Scheduling With Multiple Priorities of Jobs.
IEEE Trans Autom. Sci. Eng.
Rui Li, Wenyin Gong, Ling Wang, Chao Lu, Zixiao Pan, Xinying Zhuang
2024 J jnl
Even Search in a Promising Region for Constrained Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Fei Ming, Wenyin Gong, Yaochu Jin
2024 J jnl
Evolutionary Multitasking via Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuijia Li, Wenyin Gong, Ling Wang, Qiong Gu
2024 J jnl
Evolutionary computation and reinforcement learning integrated algorithm for distributed heterogeneous flowshop scheduling.
Eng. Appl. Artif. Intell.
Rui Li, Ling Wang, Wenyin Gong, Jingfang Chen, Zixiao Pan, Yuting Wu, Yang Yu
2024 J jnl
Evolutionary multitasking for solving nonlinear equation systems.
Inf. Sci.
Shuijia Li, Wenyin Gong, Ray Lim, Zuowen Liao, Qiong Gu
2024 J jnl
Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimization.
Swarm Evol. Comput.
Fei Ming, Wenyin Gong, Yaochu Jin
2024 J jnl
Intelligent learning-based cooperative and competitive multi-objective optimization for energy-aware distributed heterogeneous welding shop scheduling.
Complex Intell. Syst.
Fayong Zhang, Caixian Li, Rui Li, Wenyin Gong
2024 J jnl
Knowledge-driven two-stage memetic algorithm for energy-efficient flexible job shop scheduling with machine breakdowns.
Expert Syst. Appl.
Cong Luo, Wenyin Gong, Chao Lu
2024 J jnl
Learning-Driven Dynamic Multimodal Optimization Algorithm for Real-Time Traceability of Water Pollution.
IEEE Trans. Artif. Intell.
Xuesong Yan, Xing Guo, Jin Chen, Chengyu Hu, Wenyin Gong, Liang Gao
2024 J jnl
Multi-stage multiform optimization for constrained multi-objective optimization.
Neural Comput. Appl.
Pengyun Feng, Fei Ming, Wenyin Gong
2024 J jnl
Multimodal multi-objective optimization via determinantal point process-assisted evolutionary algorithm.
Neural Comput. Appl.
Xinyu Cheng, Wenyin Gong, Fei Ming, Xiaofang Zhu
2024 J jnl
Multitask Evolution Strategy With Knowledge-Guided External Sampling.
IEEE Trans. Evol. Comput.
Yanchi Li, Wenyin Gong, Shuijia Li
2024 J jnl
Multitask differential evolution with adaptive dual knowledge transfer.
Appl. Soft Comput.
Tingyu Zhang, Wenyin Gong, Yanchi Li
2024 A conf
Transfer Search Directions Among Decomposed Subtasks for Evolutionary Multitasking in Multiobjective Optimization.
GECCO
Yanchi Li, Wenyin Gong, Qiong Gu
2024 J jnl
Two-Stage Adaptive Memetic Algorithm with Surprisingly Popular Mechanism for Energy-Aware Distributed Hybrid Flow Shop Scheduling Problem with Sequence-Dependent Setup Time.
Complex Syst. Model. Simul.
Feng Chen, Cong Luo, Wenyin Gong, Chao Lu
2024 B conf
YOLO-PDNet: Small Target Recognition Improvement for Remote Sensing Image Based on YOLOv8.
IJCNN
Xiaodong Liu, Hao Zhang, Wenyin Gong, Xiang Li
2023 J jnl
A Competitive and Cooperative Swarm Optimizer for Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Fei Ming, Wenyin Gong, Dongcheng Li, Ling Wang, Liang Gao
2023 J jnl
A Constrained Many-Objective Optimization Evolutionary Algorithm With Enhanced Mating and Environmental Selections.
IEEE Trans. Cybern.
Fei Ming, Wenyin Gong, Ling Wang, Liang Gao
2023 J jnl
A Constraint-Handling Technique for Decomposition-Based Constrained Many-Objective Evolutionary Algorithms.
IEEE Trans. Syst. Man Cybern. Syst.
Fei Ming, Wenyin Gong, Ling Wang, Liang Gao
2023 B conf
A Historical Information Based Differential Evolution.
CEC
Yifan Qin, Libao Deng, Chunlei Li, Wenyin Gong
2023 J jnl
A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time.
IEEE Trans. Evol. Comput.
Rui Li, Wenyin Gong, Chao Lu, Ling Wang
2023 B conf
A Many-objective Evolutionary Algorithm Based on Hybrid Dynamic Decomposition.
CEC
Chunlei Li, Libao Deng, Wenyin Gong, Liyan Qiao
2023 — conf
A Multi-task Framework for Solving Multimodal Multiobjective Optimization Problems.
ICONIP (3)
Xinyi Wu, Fei Ming, Wenyin Gong
2023 J jnl
A tri-stage competitive swarm optimizer for constrained multi-objective optimization.
Appl. Intell.
Jun Dong, Wenyin Gong, Fei Ming
2023 J jnl
Adaptive Auxiliary Task Selection for Multitasking-Assisted Constrained Multi-Objective Optimization [Feature].
IEEE Comput. Intell. Mag.
Fei Ming, Wenyin Gong, Liang Gao
2023 J jnl
Adaptive archive-based multifactorial evolutionary algorithm for constrained multitasking optimization.
Appl. Soft Comput.
Caixiao Xing, Wenyin Gong, Shuijia Li
2023 J jnl
Adaptive dual niching-based differential evolution with resource reallocation for nonlinear equation systems.
Neural Comput. Appl.
Shuijia Li, Wenyin Gong, Qiong Gu, Zuowen Liao
2023 J jnl
An adaptive neighborhood-based speciation differential evolution for multimodal optimization.
Expert Syst. Appl.
Shijie Xiong, Wenyin Gong, Kai Wang
2023 J jnl
BRCE: bi-roles co-evolution for energy-efficient distributed heterogeneous permutation flow shop scheduling with flexible machine speed.
Complex Intell. Syst.
Kuihua Huang, Rui Li, Wenyin Gong, Rui Wang, Heng Wei
2023 J jnl
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Fei Ming, Wenyin Gong, Ling Wang, Liang Gao
2023 J jnl
Competitive and Cooperative-Based Strength Pareto Evolutionary Algorithm for Green Distributed Heterogeneous Flow Shop Scheduling.
Intell. Autom. Soft Comput.
Kuihua Huang, Rui Li, Wenyin Gong, Weiwei Bian, Rui Wang
2023 J jnl
Constrained multimodal multi-objective optimization: Test problem construction and algorithm design.
Swarm Evol. Comput.
Fei Ming, Wenyin Gong, Yueping Yang, Zuowen Liao
2023 J jnl
Deep reinforcement learning assisted co-evolutionary differential evolution for constrained optimization.
Swarm Evol. Comput.
Zhenzhen Hu, Wenyin Gong, Witold Pedrycz, Yanchi Li
2023 J jnl
Evolutionary Sampling Agent for Expensive Problems.
IEEE Trans. Evol. Comput.
Huixiang Zhen, Wenyin Gong, Ling Wang
2023 J jnl
Evolutionary competitive multitasking optimization via improved adaptive differential evolution.
Expert Syst. Appl.
Yanchi Li, Wenyin Gong, Shuijia Li
2023 J jnl
Handling constrained many-objective optimization problems via determinantal point processes.
Inf. Sci.
Fei Ming, Wenyin Gong, Shuijia Li, Ling Wang, Zuowen Liao
2023 J jnl
Inverse model and adaptive neighborhood search based cooperative optimizer for energy-efficient distributed flexible job shop scheduling.
Swarm Evol. Comput.
Shijie Cao, Rui Li, Wenyin Gong, Chao Lu
2023 J jnl
L-SHADE with parameter decomposition for photovoltaic modules parameter identification under different temperature and irradiance.
Appl. Soft Comput.
Qiong Gu, Shuijia Li, Wenyin Gong, Bin Ning, Chunyang Hu, Zuowen Liao
2023 J jnl
LTCSO/D: a large-scale tri-particle competitive swarm optimizer based on decomposition for multiobjective optimization.
Appl. Intell.
Libao Deng, Yuanzhu Di, Le Song, Wenyin Gong
2023 J jnl
Load Optimization Scheduling of Chip Mounter Based on Hybrid Adaptive Optimization Algorithm.
Complex Syst. Model. Simul.
Xuesong Yan, Hao Zuo, Chengyu Hu, Wenyin Gong, Victor S. Sheng
2023 J jnl
MToP: A MATLAB Optimization Platform for Evolutionary Multitasking.
CoRR
Yanchi Li, Wenyin Gong, Fei Ming, Tingyu Zhang, Shuijia Li, Qiong Gu
2023 J jnl
Multi-population cooperative teaching-learning-based optimization for nonlinear equation systems.
Complex Intell. Syst.
Zuowen Liao, Shuijia Li, Wenyin Gong, Qiong Gu
2023 J jnl
Multimodal multi-objective optimization with multi-stage-based evolutionary algorithm.
Memetic Comput.
Tianyong Wu, Fei Ming, Hao Zhang, Qiying Yang, Wenyin Gong
2023 J jnl
Multitasking optimization via an adaptive solver multitasking evolutionary framework.
Inf. Sci.
Yanchi Li, Wenyin Gong, Shuijia Li
2023 J jnl
Neighborhood evolutionary sampling with dynamic repulsion for expensive multimodal optimization.
Inf. Sci.
Huixiang Zhen, Shijie Xiong, Wenyin Gong, Ling Wang
2023 J jnl
Offline data-driven optimization based on dual-scale surrogate ensemble.
Memetic Comput.
Junhua Ku, Huixiang Zhen, Wenyin Gong
2023 J jnl
Problem-specific knowledge MOEA/D for energy-efficient scheduling of distributed permutation flow shop in heterogeneous factories.
Eng. Appl. Artif. Intell.
Cong Luo, Wenyin Gong, Rui Li, Chao Lu
2023 J jnl
Remote Sensing Image Target Detection and Recognition Based on YOLOv5.
Remote. Sens.
Xiaodong Liu, Wenyin Gong, Lianlian Shang, Xiang Li, Zixiang Gong
2023 J jnl
Semi-supervised learning with graph convolutional extreme learning machines.
Expert Syst. Appl.
Zijia Zhang, Yaoming Cai, Wenyin Gong
2023 J jnl
Surprisingly Popular-Based Adaptive Memetic Algorithm for Energy-Efficient Distributed Flexible Job Shop Scheduling.
IEEE Trans. Cybern.
Rui Li, Wenyin Gong, Ling Wang, Chao Lu, Xinying Zhuang
2023 J jnl
Two-Stage Data-Driven Evolutionary Optimization for High-Dimensional Expensive Problems.
IEEE Trans. Cybern.
Huixiang Zhen, Wenyin Gong, Ling Wang, Fei Ming, Zuowen Liao
2023 J jnl
Two-Stage Reinforcement Learning-Based Differential Evolution for Solving Nonlinear Equations.
IEEE Trans. Syst. Man Cybern. Syst.
Zuowen Liao, Wenyin Gong, Shuijia Li
2022 J jnl
A Two-Stage Evolutionary Algorithm With Balanced Convergence and Diversity for Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Fei Ming, Wenyin Gong, Ling Wang
2022 J jnl
A data-driven evolutionary algorithm with multi-evolutionary sampling strategy for expensive optimization.
Knowl. Based Syst.
Fangzhou Yu, Wenyin Gong, Huixiang Zhen
2022 J jnl
A novelty-search-based evolutionary reinforcement learning algorithm for continuous optimization problems.
Memetic Comput.
Chengyu Hu, Rui Qiao, Wenyin Gong, Xuesong Yan, Ling Wang
2022 J jnl
A reinforcement learning based RMOEA/D for bi-objective fuzzy flexible job shop scheduling.
Expert Syst. Appl.
Rui Li, Wenyin Gong, Chao Lu
2022 J jnl
A tri-population based co-evolutionary framework for constrained multi-objective optimization problems.
Swarm Evol. Comput.
Fei Ming, Wenyin Gong, Ling Wang, Chao Lu
2022 J jnl
A two-stage evolutionary algorithm based on three indicators for constrained multi-objective optimization.
Expert Syst. Appl.
Jun Dong, Wenyin Gong, Fei Ming, Ling Wang
2022 J jnl
AGSDE: Archive guided speciation-based differential evolution for nonlinear equations.
Appl. Soft Comput.
Zuowen Liao, Fangyang Zhu, Wenyin Gong, Shuijia Li, Xianyan Mi
2022 J jnl
Adaptive differential evolution with linear population reduction for parameter estimation of solar cell models.
Int. J. Autom. Control.
Zhen Yan, Wenyin Gong, Shuijia Li
2022 J jnl
An Ensemble Framework of Evolutionary Algorithm for Constrained Multi-Objective Optimization.
Symmetry
Junhua Ku, Fei Ming, Wenyin Gong
2022 J jnl
Constrained evolutionary optimization based on reinforcement learning using the objective function and constraints.
Knowl. Based Syst.
Zhenzhen Hu, Wenyin Gong
2022 J jnl
Constrained multi-objective evolutionary algorithm with an improved two-archive strategy.
Knowl. Based Syst.
Wei Li, Wenyin Gong, Fei Ming, Ling Wang
2022 J jnl
Constrained multi-objective optimization via two archives assisted push-pull evolutionary algorithm.
Swarm Evol. Comput.
Cifeng Qin, Fei Ming, Wenyin Gong, Qiong Gu
2022 J jnl
Domain Knowledge-Based Evolutionary Reinforcement Learning for Sensor Placement.
Sensors
Mingxuan Song, Chengyu Hu, Wenyin Gong, Xuesong Yan
2022 J jnl
Evolution-Driven Randomized Graph Convolutional Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Zijia Zhang, Yaoming Cai, Wenyin Gong
2022 — conf
Evolutionary constrained multi-task optimization: benchmark problems and preliminary results.
GECCO Companion
Yanchi Li, Wenyin Gong, Shuijia Li
2022 J jnl
Hybrid Niching-Based Differential Evolution With Two Archives for Nonlinear Equation System.
IEEE Trans. Syst. Man Cybern. Syst.
Kai Wang, Wenyin Gong, Zuowen Liao, Ling Wang
2022 J jnl
Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zijia Zhang, Yaoming Cai, Wenyin Gong, Pedram Ghamisi, Xiaobo Liu, Richard Gloaguen
2022 J jnl
Multi-objective deep reinforcement learning for emergency scheduling in a water distribution network.
Memetic Comput.
Chengyu Hu, Qiuming Wang, Wenyin Gong, Xuesong Yan
2022 J jnl
Multi-objective optimal power flow with stochastic wind and solar power.
Appl. Soft Comput.
Shuijia Li, Wenyin Gong, Ling Wang, Qiong Gu
2022 J jnl
Multimodal optimization via dynamically hybrid niching differential evolution.
Knowl. Based Syst.
Kai Wang, Wenyin Gong, Libao Deng, Ling Wang
2022 J jnl
Offline data-driven evolutionary optimization based on model selection.
Swarm Evol. Comput.
Huixiang Zhen, Wenyin Gong, Ling Wang
2022 J jnl
Research on Detection and Recognition of Traffic Signs Based on Convolutional Neural Networks.
Int. J. Swarm Intell. Res.
Hongwei Liu, Xiang Li, Wenyin Gong
2022 J jnl
Self-adaptive multi-objective evolutionary algorithm for flexible job shop scheduling with fuzzy processing time.
Comput. Ind. Eng.
Rui Li, Wenyin Gong, Chao Lu
2022 J jnl
Two-stage knowledge-driven evolutionary algorithm for distributed green flexible job shop scheduling with type-2 fuzzy processing time.
Swarm Evol. Comput.
Rui Li, Wenyin Gong, Ling Wang, Chao Lu, Shuning Jiang
2021 J jnl
A clustering-based differential evolution with different crowding factors for nonlinear equations system.
Appl. Soft Comput.
Jianye Wu, Wenyin Gong, Ling Wang
2021 J jnl
A simple two-stage evolutionary algorithm for constrained multi-objective optimization.
Knowl. Based Syst.
Fei Ming, Wenyin Gong, Huixiang Zhen, Shuijia Li, Ling Wang, Zuowen Liao
2021 J jnl
An Improved Multioperator-Based Constrained Differential Evolution for Optimal Power Allocation in WSNs.
Sensors
Wei Li, Wenyin Gong
2021 J jnl
Automated test case generation based on differential evolution with node branch archive.
Comput. Ind. Eng.
Xiaohu Dai, Wenyin Gong, Qiong Gu
2021 J jnl
Nonlinear Equations Solving with Intelligent Optimization Algorithms: A Survey.
Complex Syst. Model. Simul.
Wenyin Gong, Zuowen Liao, Xianyan Mi, Ling Wang, Yuanyuan Guo
2021 J jnl
Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules.
Appl. Soft Comput.
Xi Yang, Wenyin Gong
2021 J jnl
Sustainable scheduling of distributed permutation flow-shop with non-identical factory using a knowledge-based multi-objective memetic optimization algorithm.
Swarm Evol. Comput.
Chao Lu, Liang Gao, Wenyin Gong, Chengyu Hu, Xuesong Yan, Xinyu Li
2020 J jnl
A decomposition-based differential evolution with reinitialization for nonlinear equations systems.
Knowl. Based Syst.
Zuowen Liao, Wenyin Gong, Ling Wang, Xuesong Yan, Chengyu Hu
2020 J jnl
Chaotic-based grey wolf optimizer for numerical and engineering optimization problems.
Memetic Comput.
Chao Lu, Liang Gao, Xinyu Li, Chengyu Hu, Xuesong Yan, Wenyin Gong
2020 J jnl
Finding Multiple Roots of Nonlinear Equation Systems via a Repulsion-Based Adaptive Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst.
Wenyin Gong, Yong Wang, Zhihua Cai, Ling Wang
2020 B conf
Graph Convolutional Extreme Learning Machine.
IJCNN
Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Zhihua Cai
2020 J jnl
Inline wireless mobile sensors and fog nodes placement for leakage detection in water distribution systems.
Softw. Pract. Exp.
Chengyu Hu, Xin Shu, Xuesong Yan, Deze Zeng, Wenyin Gong, Lei Wang
2020 J jnl
Memetic niching-based evolutionary algorithms for solving nonlinear equation system.
Expert Syst. Appl.
Zuowen Liao, Wenyin Gong, Ling Wang
2020 J jnl
Modified NSGA-III for sensor placement in water distribution system.
Inf. Sci.
Chengyu Hu, Liguo Dai, Xuesong Yan, Wenyin Gong, Xiaobo Liu, Ling Wang
2020 J jnl
Multi-objective based scheduling algorithm for sudden drinking water contamination incident.
Swarm Evol. Comput.
Chengyu Hu, Xuesong Yan, Wenyin Gong, Xiaobo Liu, Ling Wang, Liang Gao
2020 J jnl
Recognition of the landslide disasters with extreme learning machine.
Int. J. Comput. Sci. Eng.
Guanyu Chen, Xiang Li, Wenyin Gong, Hui Xu
2020 J jnl
Rethinking the differential evolution algorithm.
Serv. Oriented Comput. Appl.
Hongwei Liu, Xiang Li, Wenyin Gong
2020 J jnl
Solving Nonlinear Equations System With Dynamic Repulsion-Based Evolutionary Algorithms.
IEEE Trans. Syst. Man Cybern. Syst.
Zuowen Liao, Wenyin Gong, Xuesong Yan, Ling Wang, Chengyu Hu
2019 B conf
A Preference-based Method of Updating the Surrogate Model by Broad Learning and Its Application.
CEC
Chang Zhou, Dunwei Gong, Yi-Nan Guo, Wenyin Gong
2019 — conf
A Re-initialization Clustering-Based Adaptive Differential Evolution for Nonlinear Equations Systems.
BIC-TA (1)
Zuowen Liao, Wenyin Gong, Zhihua Cai
2019 J jnl
An improved particle swarm optimization algorithm for AVO elastic parameter inversion problem.
Concurr. Comput. Pract. Exp.
Qinghua Wu, Zhixin Zhu, Xuesong Yan, Wenyin Gong
2019 J jnl
Elastic parameter inversion problem based on brain storm optimization algorithm.
Memetic Comput.
Xuesong Yan, Zhixin Zhu, Qinghua Wu, Wenyin Gong, Ling Wang
2019 J jnl
Fuzzy neighborhood-based differential evolution with orientation for nonlinear equation systems.
Knowl. Based Syst.
Wei He, Wenyin Gong, Ling Wang, Xuesong Yan, Chengyu Hu
2019 B conf
Random Walk Mutation-based DE with EDA for Nonlinear Equations Systems.
CEC
Zuowen Liao, Wenyin Gong, Zhihua Cai, Ling Wang, Yong Wang
2019 J jnl
Spark-based intelligent parameter inversion method for prestack seismic data.
Neural Comput. Appl.
Xuesong Yan, Zhixin Zhu, Chengyu Hu, Wenyin Gong, Qinghua Wu
2018 — conf
Extremized PICEA-g for Nadir Point Estimation in Many-Objective Optimization.
ICIC (3)
Rui Wang, Meng-jun Ming, Lining Xing, Wenyin Gong, Ling Wang
2018 — conf
Particle-swarm Krill Herd Algorithm.
IEEM
Gai-Ge Wang, Danyu Bai, Wenyin Gong, Teng Ren, Xiaobo Liu, Xuesong Yan
2018 J jnl
Ranking-Based Differential Evolution for Large-Scale Continuous Optimization.
Comput. Informatics
Li Guo, Xiang Li, Wenyin Gong
2018 — conf
Using Iterated Greedy with a New Population Approach for the Flexible Jobshop Scheduling Problem.
IEEM
Ghiath Al Aqel, Xinyu Li, Liang Gao, Wenyin Gong, Rui Wang, Teng Ren, Guohua Wu
2017 J jnl
A Weighted Biobjective Transformation Technique for Locating Multiple Optimal Solutions of Nonlinear Equation Systems.
IEEE Trans. Evol. Comput.
Wenyin Gong, Yong Wang, Zhihua Cai, Shengxiang Yang
2017 J jnl
Contaminant source identification of water distribution networks using cultural algorithm.
Concurr. Comput. Pract. Exp.
Xuesong Yan, Wenyin Gong, Qinghua Wu
2017 — conf
Multi-objective Optimal Scheduling of Valves and Hydrants for Sudden Drinking Water Pollution Incident.
ISICA (1)
Chengyu Hu, Lu Zou, Xuesong Yan, Wenyin Gong
2017 — conf
Optimal Power Allocation of Wireless Sensor Networks with Multi-operator Based Constrained Differential Evolution.
ACALCI
Yanan Li, Wenyin Gong, Zhihua Cai
2017 — conf
Research on Recognition of Landslides with Remote Sensing Images Based on Extreme Learning Machine.
CSE/EUC (1)
Hui Xu, Xiang Li, Wenyin Gong
2016 B conf
Classification guided differential evolution.
CEC
Shiyan Shen, Wenyin Gong, Zhihua Cai
2016 — conf
Ensemble of Different Parameter Adaptation Techniques in Differential Evolution.
BIC-TA (2)
Liang Wang, Wenyin Gong
2015 J jnl
A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Wenyin Gong, Aimin Zhou, Zhihua Cai
2015 J jnl
Adaptive Ranking Mutation Operator Based Differential Evolution for Constrained Optimization.
IEEE Trans. Cybern.
Wenyin Gong, Zhihua Cai, Dingwen Liang
2015 J jnl
Ensemble of different improvements in differential evolution for parameter extraction of PEMFC model.
Int. J. Comput. Appl. Technol.
Wenyin Gong, Zhihua Cai, Jun Du
2015 B conf
On neighborhood exploration and subproblem exploitation in decomposition based multiobjective evolutionary algorithms.
CEC
Aimin Zhou, Yuting Zhang, Guixu Zhang, Wenyin Gong
2014 B conf
A new adaptive Kalman filter by combining evolutionary algorithm and fuzzy inference system.
IEEE Congress on Evolutionary Computation
Yu Dan Huo, Zhihua Cai, Wenyin Gong, Qin Liu
2014 B conf
An Adaptive Strategy to Adjust the Components of Memetic Algorithms.
ICTAI
Jin Xu, Zhihua Cai, Wenyin Gong
2014 J jnl
Parameter optimization of PEMFC model with improved multi-strategy adaptive differential evolution.
Eng. Appl. Artif. Intell.
Wenyin Gong, Zhihua Cai
2014 J jnl
Repairing the crossover rate in adaptive differential evolution.
Appl. Soft Comput.
Wenyin Gong, Zhihua Cai, Yang Wang
2014 A conf
The parameter optimization of kalman filter based on multi-objective memetic algorithm.
GECCO
Yu Dan Huo, Zhihua Cai, Wenyin Gong, Qin Liu
2013 J jnl
Differential Evolution With Ranking-Based Mutation Operators.
IEEE Trans. Cybern.
Wenyin Gong, Zhihua Cai
2013 J jnl
Swarm Intelligence: Based Cooperation Optimization of Multi-Modal Functions.
Cogn. Comput.
Qin Tang, Yi Shen, Chengyu Hu, Jianyou Zeng, Wenyin Gong
2012 J jnl
Adaptive Parameter Selection for Strategy Adaptation in Differential Evolution for Continuous Optimization.
J. Comput.
Wenyin Gong, Zhihua Cai
2012 Misc conf
An empirical study on differential evolution for optimal power allocation in WSNs.
ICNC
Wenyin Gong, Zhihua Cai
2011 J jnl
A Generalized Hybrid Generation Scheme of Differential Evolution for Global Numerical Optimization.
Int. J. Comput. Intell. Appl.
Wenyin Gong, Zhihua Cai, Liyuan Jia, Hui Li
2011 J jnl
A clustering-based differential evolution for global optimization.
Appl. Soft Comput.
Zhihua Cai, Wenyin Gong, Charles X. Ling, Harry Zhang
2011 — conf
Adaptive parameter selection for strategy adaptation in differential evolution.
GECCO (Companion)
Wenyin Gong, Zhihua Cai
2011 J jnl
Adaptive strategy selection in differential evolution for numerical optimization: An empirical study.
Inf. Sci.
Wenyin Gong, Álvaro Fialho, Zhihua Cai, Hui Li
2011 — conf
Differential evolution with improved population reduction.
GECCO (Companion)
Ming Yang, Zhihua Cai, Jing Guan, Wenyin Gong
2011 J jnl
Enhanced Differential Evolution With Adaptive Strategies for Numerical Optimization.
IEEE Trans. Syst. Man Cybern. Part B
Wenyin Gong, Zhihua Cai, Charles X. Ling, Hui Li
2011 J jnl
Hybrid Differential Evolution with Convex Mutation.
J. Softw.
Jingfeng Yan, Chaofeng Guo, Wenyin Gong
2010 J jnl
A real-coded biogeography-based optimization with mutation.
Appl. Math. Comput.
Wenyin Gong, Zhihua Cai, Charles X. Ling, Hui Li
2010 A conf
Adaptive strategy selection in differential evolution.
GECCO
Wenyin Gong, Álvaro Fialho, Zhihua Cai
2010 J jnl
DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization.
Soft Comput.
Wenyin Gong, Zhihua Cai, Charles X. Ling
2010 — conf
Hybrid Differential Evolution for Global Numerical Optimization.
RSKT
Liyuan Jia, Lei Li, Wenyin Gong, Li Huang
2010 — conf
Probability matching-based adaptive strategy selection vs. uniform strategy selection within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed.
GECCO (Companion)
Álvaro Fialho, Wenyin Gong, Zhihua Cai
2009 — conf
A Point Symmetry-Based Automatic Clustering Approach Using Differential Evolution.
ISICA
Wenyin Gong, Zhihua Cai, Charles X. Ling, Bo Huang
2009 J jnl
An improved multiobjective differential evolution based on Pareto-adaptive epsilon-dominance and orthogonal design.
Eur. J. Oper. Res.
Wenyin Gong, Zhihua Cai
2009 A conf
Hybrid differential evolution based on fuzzy C-means clustering.
GECCO
Wenyin Gong, Zhihua Cai, Charles X. Ling, Jun Du
2008 B conf
A multiobjective differential evolution algorithm for constrained optimization.
IEEE Congress on Evolutionary Computation
Wenyin Gong, Zhihua Cai
2008 — conf
An Improved Gene Expression Programming for Fuzzy Classification.
ISICA
Xiaobo Liu, Zhihua Cai, Wenyin Gong
2008 J jnl
Enhancing the performance of differential evolution using orthogonal design method.
Appl. Math. Comput.
Wenyin Gong, Zhihua Cai, Liangxiao Jiang
2007 C conf
A Novel Differential Evolution Algorithm Based on
EMO
Zhihua Cai, Wenyin Gong, Yongqin Huang
2006 — conf
A New Mutation Operator Based on the T Probability Distribution in Evolutionary Programming.
IEEE ICCI
Wenyin Gong, Zhihua Cai, Xinwei Lu, Siwei Jiang
2006 — conf
ODE: A Fast and Robust Differential Evolution Based on Orthogonal Design.
Australian Conference on Artificial Intelligence
Wenyin Gong, Zhihua Cai, Charles X. Ling
2006 — conf
Training RBF Networks with an Extended Kalman Filter Optimized Using Fuzzy Logic.
IIP
Jun Wang, Li Zhu, Zhihua Cai, Wenyin Gong, Xinwei Lu