A New Mutation Operator Based on the T Probability Distribution in Evolutionary Programming. - Wenyin Gong; Zhihua Cai; Xinwei Lu; Siwei Jiang (IEEE ICCI, 2006)

ODE: A Fast and Robust Differential Evolution Based on Orthogonal Design. - Wenyin Gong; Zhihua Cai; Charles X. Ling (Australian Conference on Artificial Intelligence, 2006)

Training RBF Networks with an Extended Kalman Filter Optimized Using Fuzzy Logic. - Jun Wang 019; Li Zhu; Zhihua Cai; Wenyin Gong; Xinwei Lu (IIP, 2006)

A Novel Differential Evolution Algorithm Based on epsilon -Domination and Orthogonal Design Method for Multiobjective Optimization. - Zhihua Cai; Wenyin Gong; Yongqin Huang (EMO, 2007)

A multiobjective differential evolution algorithm for constrained optimization. - Wenyin Gong; Zhihua Cai (IEEE Congress on Evolutionary Computation, 2008)

An Improved Gene Expression Programming for Fuzzy Classification. - Xiaobo Liu 001; Zhihua Cai; Wenyin Gong (ISICA, 2008)

Enhancing the performance of differential evolution using orthogonal design method. - Wenyin Gong; Zhihua Cai; Liangxiao Jiang (Appl. Math. Comput., 2008)

Hybrid differential evolution based on fuzzy C-means clustering. - Wenyin Gong; Zhihua Cai; Charles X. Ling; Jun Du 005 (GECCO, 2009)

A Point Symmetry-Based Automatic Clustering Approach Using Differential Evolution. - Wenyin Gong; Zhihua Cai; Charles X. Ling; Bo Huang 005 (ISICA, 2009)

An improved multiobjective differential evolution based on Pareto-adaptive epsilon-dominance and orthogonal design. - Wenyin Gong; Zhihua Cai (Eur. J. Oper. Res., 2009)

Probability matching-based adaptive strategy selection vs. uniform strategy selection within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed. - Álvaro Fialho; Wenyin Gong; Zhihua Cai (GECCO (Companion), 2010)

Adaptive strategy selection in differential evolution. - Wenyin Gong; Álvaro Fialho; Zhihua Cai (GECCO, 2010)

Hybrid Differential Evolution for Global Numerical Optimization. - Liyuan Jia; Lei Li; Wenyin Gong; Li Huang (RSKT, 2010)

A real-coded biogeography-based optimization with mutation. - Wenyin Gong; Zhihua Cai; Charles X. Ling; Hui Li (Appl. Math. Comput., 2010)

DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization. - Wenyin Gong; Zhihua Cai; Charles X. Ling (Soft Comput., 2010)

Adaptive parameter selection for strategy adaptation in differential evolution. - Wenyin Gong; Zhihua Cai (GECCO (Companion), 2011)

Differential evolution with improved population reduction. - Ming Yang 003; Zhihua Cai; Jing Guan; Wenyin Gong (GECCO (Companion), 2011)

A clustering-based differential evolution for global optimization. - Zhihua Cai; Wenyin Gong; Charles X. Ling; Harry Zhang (Appl. Soft Comput., 2011)

A Generalized Hybrid Generation Scheme of Differential Evolution for Global Numerical Optimization. - Wenyin Gong; Zhihua Cai; Liyuan Jia; Hui Li (Int. J. Comput. Intell. Appl., 2011)

Adaptive strategy selection in differential evolution for numerical optimization: An empirical study. - Wenyin Gong; Álvaro Fialho; Zhihua Cai; Hui Li (Inf. Sci., 2011)

Hybrid Differential Evolution with Convex Mutation. - Jingfeng Yan; Chaofeng Guo; Wenyin Gong (J. Softw., 2011)

Enhanced Differential Evolution With Adaptive Strategies for Numerical Optimization. - Wenyin Gong; Zhihua Cai; Charles X. Ling; Hui Li (IEEE Trans. Syst. Man Cybern. Part B, 2011)

An empirical study on differential evolution for optimal power allocation in WSNs. - Wenyin Gong; Zhihua Cai (ICNC, 2012)

Adaptive Parameter Selection for Strategy Adaptation in Differential Evolution for Continuous Optimization. - Wenyin Gong; Zhihua Cai (J. Comput., 2012)

Swarm Intelligence: Based Cooperation Optimization of Multi-Modal Functions. - Qin Tang; Yi Shen 002; Chengyu Hu; Jianyou Zeng; Wenyin Gong (Cogn. Comput., 2013)

Differential Evolution With Ranking-Based Mutation Operators. - Wenyin Gong; Zhihua Cai (IEEE Trans. Cybern., 2013)

A new adaptive Kalman filter by combining evolutionary algorithm and fuzzy inference system. - Yu Dan Huo; Zhihua Cai; Wenyin Gong; Qin Liu (IEEE Congress on Evolutionary Computation, 2014)

The parameter optimization of kalman filter based on multi-objective memetic algorithm. - Yu Dan Huo; Zhihua Cai; Wenyin Gong; Qin Liu (GECCO, 2014)

An Adaptive Strategy to Adjust the Components of Memetic Algorithms. - Jin Xu; Zhihua Cai; Wenyin Gong (ICTAI, 2014)

Repairing the crossover rate in adaptive differential evolution. - Wenyin Gong; Zhihua Cai; Yang Wang (Appl. Soft Comput., 2014)

Parameter optimization of PEMFC model with improved multi-strategy adaptive differential evolution. - Wenyin Gong; Zhihua Cai (Eng. Appl. Artif. Intell., 2014)

On neighborhood exploration and subproblem exploitation in decomposition based multiobjective evolutionary algorithms. - Aimin Zhou; Yuting Zhang; Guixu Zhang; Wenyin Gong (CEC, 2015)

Ensemble of different improvements in differential evolution for parameter extraction of PEMFC model. - Wenyin Gong; Zhihua Cai; Jun Du 005 (Int. J. Comput. Appl. Technol., 2015)

Adaptive Ranking Mutation Operator Based Differential Evolution for Constrained Optimization. - Wenyin Gong; Zhihua Cai; Dingwen Liang (IEEE Trans. Cybern., 2015)

A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization. - Wenyin Gong; Aimin Zhou; Zhihua Cai (IEEE Trans. Evol. Comput., 2015)

Ensemble of Different Parameter Adaptation Techniques in Differential Evolution. - Liang Wang; Wenyin Gong (BIC-TA (2), 2016)

Classification guided differential evolution. - Shiyan Shen; Wenyin Gong; Zhihua Cai (CEC, 2016)

Optimal Power Allocation of Wireless Sensor Networks with Multi-operator Based Constrained Differential Evolution. - Yanan Li; Wenyin Gong; Zhihua Cai (ACALCI, 2017)

Research on Recognition of Landslides with Remote Sensing Images Based on Extreme Learning Machine. - Hui Xu; Xiang Li 070; Wenyin Gong (CSE/EUC (1), 2017)

Multi-objective Optimal Scheduling of Valves and Hydrants for Sudden Drinking Water Pollution Incident. - Chengyu Hu; Lu Zou; Xuesong Yan 001; Wenyin Gong (ISICA (1), 2017)

Contaminant source identification of water distribution networks using cultural algorithm. - Xuesong Yan 001; Wenyin Gong; Qinghua Wu 001 (Concurr. Comput. Pract. Exp., 2017)

A Weighted Biobjective Transformation Technique for Locating Multiple Optimal Solutions of Nonlinear Equation Systems. - Wenyin Gong; Yong Wang 002; Zhihua Cai; Shengxiang Yang (IEEE Trans. Evol. Comput., 2017)

Extremized PICEA-g for Nadir Point Estimation in Many-Objective Optimization. - Rui Wang 017; Meng-jun Ming 001; Lining Xing 001; Wenyin Gong; Ling Wang 001 (ICIC (3), 2018)

Using Iterated Greedy with a New Population Approach for the Flexible Jobshop Scheduling Problem. - Ghiath Al Aqel; Xinyu Li 001; Liang Gao 001; Wenyin Gong; Rui Wang 017; Teng Ren; Guohua Wu 001 (IEEM, 2018)

Particle-swarm Krill Herd Algorithm. - Gai-Ge Wang; Danyu Bai; Wenyin Gong; Teng Ren; Xiaobo Liu 001; Xuesong Yan 001 (IEEM, 2018)

Ranking-Based Differential Evolution for Large-Scale Continuous Optimization. - Li Guo; Xiang Li 070; Wenyin Gong (Comput. Informatics, 2018)

A Re-initialization Clustering-Based Adaptive Differential Evolution for Nonlinear Equations Systems. - Zuowen Liao; Wenyin Gong; Zhihua Cai (BIC-TA (1), 2019)

Random Walk Mutation-based DE with EDA for Nonlinear Equations Systems. - Zuowen Liao; Wenyin Gong; Zhihua Cai; Ling Wang 001; Yong Wang 002 (CEC, 2019)

A Preference-based Method of Updating the Surrogate Model by Broad Learning and Its Application. - Chang Zhou; Dunwei Gong; Yi-Nan Guo 001; Wenyin Gong (CEC, 2019)

An improved particle swarm optimization algorithm for AVO elastic parameter inversion problem. - Qinghua Wu 001; Zhixin Zhu; Xuesong Yan 001; Wenyin Gong (Concurr. Comput. Pract. Exp., 2019)

Fuzzy neighborhood-based differential evolution with orientation for nonlinear equation systems. - Wei He; Wenyin Gong; Ling Wang 001; Xuesong Yan 001; Chengyu Hu (Knowl. Based Syst., 2019)

Elastic parameter inversion problem based on brain storm optimization algorithm. - Xuesong Yan 001; Zhixin Zhu; Qinghua Wu 001; Wenyin Gong; Ling Wang 001 (Memetic Comput., 2019)

Spark-based intelligent parameter inversion method for prestack seismic data. - Xuesong Yan 001; Zhixin Zhu; Chengyu Hu; Wenyin Gong; Qinghua Wu 001 (Neural Comput. Appl., 2019)

Graph Convolutional Extreme Learning Machine. - Zijia Zhang 001; Yaoming Cai; Wenyin Gong; Xiaobo Liu 001; Zhihua Cai (IJCNN, 2020)

Memetic niching-based evolutionary algorithms for solving nonlinear equation system. - Zuowen Liao; Wenyin Gong; Ling Wang 001 (Expert Syst. Appl., 2020)

Recognition of the landslide disasters with extreme learning machine. - Guanyu Chen; Xiang Li 070; Wenyin Gong; Hui Xu (Int. J. Comput. Sci. Eng., 2020)

Modified NSGA-III for sensor placement in water distribution system. - Chengyu Hu; Liguo Dai; Xuesong Yan 001; Wenyin Gong; Xiaobo Liu 001; Ling Wang 001 (Inf. Sci., 2020)

A decomposition-based differential evolution with reinitialization for nonlinear equations systems. - Zuowen Liao; Wenyin Gong; Ling Wang 001; Xuesong Yan 001; Chengyu Hu (Knowl. Based Syst., 2020)

Chaotic-based grey wolf optimizer for numerical and engineering optimization problems. - Chao Lu 008; Liang Gao 001; Xinyu Li 001; Chengyu Hu; Xuesong Yan 001; Wenyin Gong (Memetic Comput., 2020)

Rethinking the differential evolution algorithm. - Hongwei Liu; Xiang Li 070; Wenyin Gong (Serv. Oriented Comput. Appl., 2020)

Inline wireless mobile sensors and fog nodes placement for leakage detection in water distribution systems. - Chengyu Hu; Xin Shu; Xuesong Yan 001; Deze Zeng; Wenyin Gong; Lei Wang (Softw. Pract. Exp., 2020)

Multi-objective based scheduling algorithm for sudden drinking water contamination incident. - Chengyu Hu; Xuesong Yan 001; Wenyin Gong; Xiaobo Liu 001; Ling Wang 001; Liang Gao 001 (Swarm Evol. Comput., 2020)

Finding Multiple Roots of Nonlinear Equation Systems via a Repulsion-Based Adaptive Differential Evolution. - Wenyin Gong; Yong Wang 002; Zhihua Cai; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Solving Nonlinear Equations System With Dynamic Repulsion-Based Evolutionary Algorithms. - Zuowen Liao; Wenyin Gong; Xuesong Yan 001; Ling Wang 001; Chengyu Hu (IEEE Trans. Syst. Man Cybern. Syst., 2020)

A clustering-based differential evolution with different crowding factors for nonlinear equations system. - Jianye Wu; Wenyin Gong; Ling Wang 001 (Appl. Soft Comput., 2021)

Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules. - Xi Yang; Wenyin Gong (Appl. Soft Comput., 2021)

Automated test case generation based on differential evolution with node branch archive. - Xiaohu Dai; Wenyin Gong; Qiong Gu (Comput. Ind. Eng., 2021)

Nonlinear Equations Solving with Intelligent Optimization Algorithms: A Survey. - Wenyin Gong; Zuowen Liao; Xianyan Mi; Ling Wang 001; Yuanyuan Guo (Complex Syst. Model. Simul., 2021)

A simple two-stage evolutionary algorithm for constrained multi-objective optimization. - Fei Ming; Wenyin Gong; Huixiang Zhen; Shuijia Li; Ling Wang 001; Zuowen Liao (Knowl. Based Syst., 2021)

An Improved Multioperator-Based Constrained Differential Evolution for Optimal Power Allocation in WSNs. - Wei Li; Wenyin Gong (Sensors, 2021)

Sustainable scheduling of distributed permutation flow-shop with non-identical factory using a knowledge-based multi-objective memetic optimization algorithm. - Chao Lu 008; Liang Gao 001; Wenyin Gong; Chengyu Hu; Xuesong Yan 001; Xinyu Li 001 (Swarm Evol. Comput., 2021)

Evolutionary constrained multi-task optimization: benchmark problems and preliminary results. - Yanchi Li; Wenyin Gong; Shuijia Li (GECCO Companion, 2022)

Multi-objective optimal power flow with stochastic wind and solar power. - Shuijia Li; Wenyin Gong; Ling Wang 001; Qiong Gu (Appl. Soft Comput., 2022)

AGSDE: Archive guided speciation-based differential evolution for nonlinear equations. - Zuowen Liao; Fangyang Zhu; Wenyin Gong; Shuijia Li; Xianyan Mi (Appl. Soft Comput., 2022)

Self-adaptive multi-objective evolutionary algorithm for flexible job shop scheduling with fuzzy processing time. - Rui Li 087; Wenyin Gong; Chao Lu 008 (Comput. Ind. Eng., 2022)

A two-stage evolutionary algorithm based on three indicators for constrained multi-objective optimization. - Jun Dong; Wenyin Gong; Fei Ming; Ling Wang 001 (Expert Syst. Appl., 2022)

A reinforcement learning based RMOEA/D for bi-objective fuzzy flexible job shop scheduling. - Rui Li 087; Wenyin Gong; Chao Lu 008 (Expert Syst. Appl., 2022)

Adaptive differential evolution with linear population reduction for parameter estimation of solar cell models. - Zhen Yan; Wenyin Gong; Shuijia Li (Int. J. Autom. Control., 2022)

Research on Detection and Recognition of Traffic Signs Based on Convolutional Neural Networks. - Hongwei Liu; Xiang Li; Wenyin Gong (Int. J. Swarm Intell. Res., 2022)

Constrained evolutionary optimization based on reinforcement learning using the objective function and constraints. - Zhenzhen Hu; Wenyin Gong (Knowl. Based Syst., 2022)

Constrained multi-objective evolutionary algorithm with an improved two-archive strategy. - Wei Li 058; Wenyin Gong; Fei Ming; Ling Wang 001 (Knowl. Based Syst., 2022)

Multimodal optimization via dynamically hybrid niching differential evolution. - Kai Wang; Wenyin Gong; Libao Deng; Ling Wang 001 (Knowl. Based Syst., 2022)

A data-driven evolutionary algorithm with multi-evolutionary sampling strategy for expensive optimization. - Fangzhou Yu; Wenyin Gong; Huixiang Zhen (Knowl. Based Syst., 2022)

A novelty-search-based evolutionary reinforcement learning algorithm for continuous optimization problems. - Chengyu Hu; Rui Qiao; Wenyin Gong; Xuesong Yan 001; Ling Wang 001 (Memetic Comput., 2022)

Multi-objective deep reinforcement learning for emergency scheduling in a water distribution network. - Chengyu Hu; Qiuming Wang; Wenyin Gong; Xuesong Yan 001 (Memetic Comput., 2022)

Domain Knowledge-Based Evolutionary Reinforcement Learning for Sensor Placement. - Mingxuan Song; Chengyu Hu; Wenyin Gong; Xuesong Yan 001 (Sensors, 2022)

Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image. - Zijia Zhang 001; Yaoming Cai; Wenyin Gong; Pedram Ghamisi; Xiaobo Liu 001; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Two-stage knowledge-driven evolutionary algorithm for distributed green flexible job shop scheduling with type-2 fuzzy processing time. - Rui Li 087; Wenyin Gong; Ling Wang 001; Chao Lu 008; Shuning Jiang (Swarm Evol. Comput., 2022)

A tri-population based co-evolutionary framework for constrained multi-objective optimization problems. - Fei Ming; Wenyin Gong; Ling Wang 001; Chao Lu 008 (Swarm Evol. Comput., 2022)

Constrained multi-objective optimization via two archives assisted push-pull evolutionary algorithm. - Cifeng Qin; Fei Ming; Wenyin Gong; Qiong Gu (Swarm Evol. Comput., 2022)

Offline data-driven evolutionary optimization based on model selection. - Huixiang Zhen; Wenyin Gong; Ling Wang 001 (Swarm Evol. Comput., 2022)

An Ensemble Framework of Evolutionary Algorithm for Constrained Multi-Objective Optimization. - Junhua Ku; Fei Ming; Wenyin Gong (Symmetry, 2022)

A Two-Stage Evolutionary Algorithm With Balanced Convergence and Diversity for Many-Objective Optimization. - Fei Ming; Wenyin Gong; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Hybrid Niching-Based Differential Evolution With Two Archives for Nonlinear Equation System. - Kai Wang; Wenyin Gong; Zuowen Liao; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Evolution-Driven Randomized Graph Convolutional Networks. - Zijia Zhang 001; Yaoming Cai; Wenyin Gong (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A Many-objective Evolutionary Algorithm Based on Hybrid Dynamic Decomposition. - Chunlei Li 007; Libao Deng; Wenyin Gong; Liyan Qiao (CEC, 2023)

A Historical Information Based Differential Evolution. - Yifan Qin; Libao Deng; Chunlei Li 007; Wenyin Gong (CEC, 2023)

A Multi-task Framework for Solving Multimodal Multiobjective Optimization Problems. - Xinyi Wu; Fei Ming; Wenyin Gong (ICONIP (3), 2023)

MToP: A MATLAB Optimization Platform for Evolutionary Multitasking. - Yanchi Li; Wenyin Gong; Fei Ming; Tingyu Zhang; Shuijia Li; Qiong Gu (CoRR, 2023)

Load Optimization Scheduling of Chip Mounter Based on Hybrid Adaptive Optimization Algorithm. - Xuesong Yan 001; Hao Zuo; Chengyu Hu; Wenyin Gong; Victor S. Sheng (Complex Syst. Model. Simul., 2023)

Problem-specific knowledge MOEA/D for energy-efficient scheduling of distributed permutation flow shop in heterogeneous factories. - Cong Luo; Wenyin Gong; Rui Li 087; Chao Lu 008 (Eng. Appl. Artif. Intell., 2023)

An adaptive neighborhood-based speciation differential evolution for multimodal optimization. - Shijie Xiong; Wenyin Gong; Kai Wang (Expert Syst. Appl., 2023)

Semi-supervised learning with graph convolutional extreme learning machines. - Zijia Zhang 001; Yaoming Cai; Wenyin Gong (Expert Syst. Appl., 2023)

Competitive and Cooperative-Based Strength Pareto Evolutionary Algorithm for Green Distributed Heterogeneous Flow Shop Scheduling. - Kuihua Huang; Rui Li; Wenyin Gong; Weiwei Bian; Rui Wang (Intell. Autom. Soft Comput., 2023)

Handling constrained many-objective optimization problems via determinantal point processes. - Fei Ming; Wenyin Gong; Shuijia Li; Ling Wang 001; Zuowen Liao (Inf. Sci., 2023)

Constrained multimodal multi-objective optimization: Test problem construction and algorithm design. - Fei Ming; Wenyin Gong; Yueping Yang; Zuowen Liao (Swarm Evol. Comput., 2023)

A Constrained Many-Objective Optimization Evolutionary Algorithm With Enhanced Mating and Environmental Selections. - Fei Ming; Wenyin Gong; Ling Wang 001; Liang Gao 001 (IEEE Trans. Cybern., 2023)

A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time. - Rui Li 087; Wenyin Gong; Chao Lu 008; Ling Wang 001 (IEEE Trans. Evol. Comput., 2023)

Evolutionary Sampling Agent for Expensive Problems. - Huixiang Zhen; Wenyin Gong; Ling Wang 001 (IEEE Trans. Evol. Comput., 2023)

A tri-stage competitive swarm optimizer for constrained multi-objective optimization. - Jun Dong; Wenyin Gong; Fei Ming (Appl. Intell., 2023)

Two-Stage Data-Driven Evolutionary Optimization for High-Dimensional Expensive Problems. - Huixiang Zhen; Wenyin Gong; Ling Wang 001; Fei Ming; Zuowen Liao (IEEE Trans. Cybern., 2023)

Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization. - Fei Ming; Wenyin Gong; Ling Wang 001; Liang Gao 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Adaptive Auxiliary Task Selection for Multitasking-Assisted Constrained Multi-Objective Optimization [Feature]. - Fei Ming; Wenyin Gong; Liang Gao 001 (IEEE Comput. Intell. Mag., 2023)

Evolutionary competitive multitasking optimization via improved adaptive differential evolution. - Yanchi Li; Wenyin Gong; Shuijia Li (Expert Syst. Appl., 2023)

Multitasking optimization via an adaptive solver multitasking evolutionary framework. - Yanchi Li; Wenyin Gong; Shuijia Li (Inf. Sci., 2023)

Neighborhood evolutionary sampling with dynamic repulsion for expensive multimodal optimization. - Huixiang Zhen; Shijie Xiong; Wenyin Gong; Ling Wang 001 (Inf. Sci., 2023)

Offline data-driven optimization based on dual-scale surrogate ensemble. - Junhua Ku; Huixiang Zhen; Wenyin Gong (Memetic Comput., 2023)

Adaptive dual niching-based differential evolution with resource reallocation for nonlinear equation systems. - Shuijia Li; Wenyin Gong; Qiong Gu; Zuowen Liao (Neural Comput. Appl., 2023)

Two-Stage Reinforcement Learning-Based Differential Evolution for Solving Nonlinear Equations. - Zuowen Liao; Wenyin Gong; Shuijia Li (IEEE Trans. Syst. Man Cybern. Syst., 2023)

L-SHADE with parameter decomposition for photovoltaic modules parameter identification under different temperature and irradiance. - Qiong Gu; Shuijia Li; Wenyin Gong; Bin Ning; Chunyang Hu; Zuowen Liao (Appl. Soft Comput., 2023)

Adaptive archive-based multifactorial evolutionary algorithm for constrained multitasking optimization. - Caixiao Xing; Wenyin Gong; Shuijia Li (Appl. Soft Comput., 2023)

Remote Sensing Image Target Detection and Recognition Based on YOLOv5. - Xiaodong Liu; Wenyin Gong; Lianlian Shang; Xiang Li 070; Zixiang Gong (Remote. Sens., 2023)

LTCSO/D: a large-scale tri-particle competitive swarm optimizer based on decomposition for multiobjective optimization. - Libao Deng; Yuanzhu Di; Le Song; Wenyin Gong (Appl. Intell., 2023)

A Competitive and Cooperative Swarm Optimizer for Constrained Multiobjective Optimization Problems. - Fei Ming; Wenyin Gong; Dongcheng Li 001; Ling Wang 001; Liang Gao 001 (IEEE Trans. Evol. Comput., 2023)

Multimodal multi-objective optimization with multi-stage-based evolutionary algorithm. - Tianyong Wu; Fei Ming; Hao Zhang; Qiying Yang; Wenyin Gong (Memetic Comput., 2023)

Inverse model and adaptive neighborhood search based cooperative optimizer for energy-efficient distributed flexible job shop scheduling. - Shijie Cao; Rui Li 087; Wenyin Gong; Chao Lu 008 (Swarm Evol. Comput., 2023)

Deep reinforcement learning assisted co-evolutionary differential evolution for constrained optimization. - Zhenzhen Hu; Wenyin Gong; Witold Pedrycz; Yanchi Li (Swarm Evol. Comput., 2023)

Surprisingly Popular-Based Adaptive Memetic Algorithm for Energy-Efficient Distributed Flexible Job Shop Scheduling. - Rui Li 087; Wenyin Gong; Ling Wang 001; Chao Lu 008; Xinying Zhuang (IEEE Trans. Cybern., 2023)

A Constraint-Handling Technique for Decomposition-Based Constrained Many-Objective Evolutionary Algorithms. - Fei Ming; Wenyin Gong; Ling Wang 001; Liang Gao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Transfer Search Directions Among Decomposed Subtasks for Evolutionary Multitasking in Multiobjective Optimization. - Yanchi Li; Wenyin Gong; Qiong Gu (GECCO, 2024)

YOLO-PDNet: Small Target Recognition Improvement for Remote Sensing Image Based on YOLOv8. - Xiaodong Liu 001; Hao Zhang; Wenyin Gong; Xiang Li (IJCNN, 2024)

Multitask differential evolution with adaptive dual knowledge transfer. - Tingyu Zhang; Wenyin Gong; Yanchi Li (Appl. Soft Comput., 2024)

Deep reinforcement learning-based memetic algorithm for energy-aware flexible job shop scheduling with multi-AGV. - Fayong Zhang; Rui Li 087; Wenyin Gong (Comput. Ind. Eng., 2024)

Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection. - Fei Ming; Wenyin Gong; Ling Wang 001; Yaochu Jin (CoRR, 2024)

Two-Stage Adaptive Memetic Algorithm with Surprisingly Popular Mechanism for Energy-Aware Distributed Hybrid Flow Shop Scheduling Problem with Sequence-Dependent Setup Time. - Feng Chen; Cong Luo; Wenyin Gong; Chao Lu 008 (Complex Syst. Model. Simul., 2024)

An enhanced memetic algorithm with hierarchical heuristic neighborhood search for type-2 green fuzzy flexible job shop scheduling. - Kanglin Huang; Wenyin Gong; Chao Lu 008 (Eng. Appl. Artif. Intell., 2024)

Evolutionary computation and reinforcement learning integrated algorithm for distributed heterogeneous flowshop scheduling. - Rui Li 087; Ling Wang 001; Wenyin Gong; Jingfang Chen 001; Zixiao Pan; Yuting Wu; Yang Yu 005 (Eng. Appl. Artif. Intell., 2024)

Constrained multi-objective optimization evolutionary algorithm for real-world continuous mechanical design problems. - Fei Ming; Wenyin Gong; Huixiang Zhen; Ling Wang 001; Liang Gao 001 (Eng. Appl. Artif. Intell., 2024)

A dynamic decision-driven memetic algorithm for fuzzy distributed hybrid flow shop rescheduling considering quality control. - Libao Deng; Yixuan Qiu; Wenyin Gong; Yuanzhu Di; Chunlei Li 007 (Expert Syst. Appl., 2024)

Bi-directional search based on constraint relaxation for constrained multi-objective optimization problems with large infeasible regions. - Yubo Wang; Kuihua Huang; Wenyin Gong; Fei Ming (Expert Syst. Appl., 2024)

Deep and wide search assisted evolutionary algorithm with reference vector guidance for many-objective optimization. - Jin Chen; Xuesong Yan 001; Chengyu Hu; Wenyin Gong (Swarm Evol. Comput., 2024)

A Q-learning memetic algorithm for energy-efficient heterogeneous distributed assembly permutation flowshop scheduling considering priorities. - Cong Luo; Wenyin Gong; Fei Ming; Chao Lu 008 (Swarm Evol. Comput., 2024)

Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimization. - Fei Ming; Wenyin Gong; Yaochu Jin (Swarm Evol. Comput., 2024)

Constrained multi-objective optimization with dual-swarm assisted competitive swarm optimizer. - Yubo Wang; Chengyu Hu; Wenyin Gong; Fei Ming (Swarm Evol. Comput., 2024)

Constrained multitasking optimization via co-evolution and domain adaptation. - Tingyu Zhang; Dongcheng Li; Yanchi Li; Wenyin Gong (Swarm Evol. Comput., 2024)

Knowledge-driven two-stage memetic algorithm for energy-efficient flexible job shop scheduling with machine breakdowns. - Cong Luo; Wenyin Gong; Chao Lu 008 (Expert Syst. Appl., 2024)

Multimodal multi-objective optimization via determinantal point process-assisted evolutionary algorithm. - Xinyu Cheng; Wenyin Gong; Fei Ming; Xiaofang Zhu (Neural Comput. Appl., 2024)

Co-Evolution With Deep Reinforcement Learning for Energy-Aware Distributed Heterogeneous Flexible Job Shop Scheduling. - Rui Li 087; Wenyin Gong; Ling Wang 001; Chao Lu 008; Chenxin Dong (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Even Search in a Promising Region for Constrained Multi-Objective Optimization. - Fei Ming; Wenyin Gong; Yaochu Jin (IEEE CAA J. Autom. Sinica, 2024)

Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer. - Fei Ming; Wenyin Gong; Ling Wang 001; Liang Gao 001 (IEEE Trans. Evol. Comput., 2024)

Evolutionary Multitasking via Reinforcement Learning. - Shuijia Li; Wenyin Gong; Ling Wang 001; Qiong Gu (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Evolutionary multitasking for solving nonlinear equation systems. - Shuijia Li; Wenyin Gong; Ray Lim; Zuowen Liao; Qiong Gu (Inf. Sci., 2024)

A Competitive and Cooperative Evolutionary Framework for Ensemble of Constraint Handling Techniques. - Yanchi Li; Wenyin Gong; Zhenzhen Hu; Shuijia Li (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Learning-Driven Dynamic Multimodal Optimization Algorithm for Real-Time Traceability of Water Pollution. - Xuesong Yan 001; Xing Guo; Jin Chen; Chengyu Hu; Wenyin Gong; Liang Gao 001 (IEEE Trans. Artif. Intell., 2024)

Multi-stage multiform optimization for constrained multi-objective optimization. - Pengyun Feng; Fei Ming; Wenyin Gong (Neural Comput. Appl., 2024)

Double DQN-Based Coevolution for Green Distributed Heterogeneous Hybrid Flowshop Scheduling With Multiple Priorities of Jobs. - Rui Li 087; Wenyin Gong; Ling Wang 001; Chao Lu 008; Zixiao Pan; Xinying Zhuang (IEEE Trans Autom. Sci. Eng., 2024)

Constrained Multiobjective Optimization via Relaxations on Both Constraints and Objectives. - Fei Ming; Bing Xue 001; Mengjie Zhang 001; Wenyin Gong; Huixiang Zhen (IEEE Trans. Artif. Intell., 2024)

Multitask Evolution Strategy With Knowledge-Guided External Sampling. - Yanchi Li; Wenyin Gong; Shuijia Li (IEEE Trans. Evol. Comput., 2024)

Solving Multimodal Multi-objective Optimization Problems in Limited Time. - Fei Ming; Bing Xue 001; Wenyin Gong; Mengjie Zhang 001 (CEC, 2025)

An ensemble local search framework for population-based metaheuristic algorithms on single-objective optimization. - Chunlei Li 007; Libao Deng; Wenyin Gong; Liyan Qiao (Appl. Soft Comput., 2025)

Memetic algorithm based on non-dominated levels for flexible job shop scheduling problem with learn-forgetting effect and worker cooperation. - Kaixing Han; Wenyin Gong (Comput. Ind. Eng., 2025)

Utilizing feasible non-dominated solution information for constrained multi-objective optimization. - Yubo Wang; Chengyu Hu; Xinyi Wu; Zhengchen Zhou; Xuesong Yan 001; Wenyin Gong (Inf. Sci., 2025)

Adaptive knowledge-based multi-objective evolutionary algorithm for hybrid flow shop scheduling problems with multiple parallel batch processing stages. - Feige Liu; Xin Li 030; Chao Lu 008; Wenyin Gong (Swarm Evol. Comput., 2025)

Multimodal multi-objective optimization via multi-operator adaptation and clustering-based environmental selection. - Xinyi Wu; Fei Ming; Wenyin Gong; Bolin Liao; Yuanyuan Guo (Swarm Evol. Comput., 2025)

Offline evolutionary optimization with problem-driven model pool design and weighted model selection indicator. - Huixiang Zhen; Bing Xue 001; Wenyin Gong; Mengjie Zhang 001; Ling Wang (Swarm Evol. Comput., 2025)

Distributed Heterogeneous Flow Shop Scheduling Method for Dual-Carbon Goals. - Xue-song Yan 001; Hao Zuo; Chengyu Hu; Wenyin Gong; Liang Gao 001 (IEEE Trans Autom. Sci. Eng., 2025)

MMAGL: Multiobjective Multiview Attributed Graph Learning for Joint Clustering of Hyperspectral and LiDAR Data. - Zijia Zhang 001; Yaoming Cai; Wenyin Gong; Xiaobo Liu 001; Cheng Zeng; Gan Yu (IEEE Trans. Geosci. Remote. Sens., 2025)

Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer Adaptation. - Yanchi Li; Wenyin Gong (IEEE Trans. Evol. Comput., 2025)

A Co-Evolutionary Dual Niching Differential Evolution Algorithm for Nonlinear Equation Systems Optimization. - Shuijia Li; Rui Wang 017; Wenyin Gong; Zuowen Liao; Ling Wang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Composite Indicator-Guided Infilling Sampling for Expensive Multi-Objective Optimization. - Huixiang Zhen; Xiaotong Li; Wenyin Gong; Ling Wang; Xiangyun Hu (CoRR, 2025)

Multiobjective Multitask Optimization via Diversity- and Convergence-Oriented Knowledge Transfer. - Yanchi Li; Dongcheng Li; Wenyin Gong; Qiong Gu (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Two-stage memetic algorithm for green flexible job shop scheduling problem considering machine deterioration and maintenance. - Guoqiang Zhu; Jianfeng Liu; Wenyin Gong (Memetic Comput., 2025)

Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization. - Xiaoliang Chu; Fei Ming; Wenyin Gong (IEEE Trans. Evol. Comput., 2025)