A random-based dynamic grouping strategy for large scale multi-objective optimization. - An Song; Qiang Yang 008; Wei-Neng Chen; Jun Zhang 003 (CEC, 2016)

Multiple parents guided differential evolution for large scale optimization. - Qiang Yang 008; Han-Yu Xie; Wei-Neng Chen; Jun Zhang 003 (CEC, 2016)

A multi-optimizer cooperative coevolution method for large scale optimization. - Wen Shi; Wei-Neng Chen; Qiang Yang 008; Jun Zhang 003 (SSCI, 2016)

Cross-generation Elites Guided Particle Swarm Optimization for large scale optimization. - Han-Yu Xie; Qiang Yang 008; Xiao-Min Hu; Wei-Neng Chen (SSCI, 2016)

Segment-Based Predominant Learning Swarm Optimizer for Large-Scale Optimization. - Qiang Yang 008; Wei-Neng Chen; Tianlong Gu; Huaxiang Zhang 001; Jeremiah D. Deng; Yun Li 002; Jun Zhang 003 (IEEE Trans. Cybern., 2017)

Multimodal Estimation of Distribution Algorithms. - Qiang Yang 008; Wei-Neng Chen; Yun Li 002; C. L. Philip Chen; Xiang-Min Xu; Jun Zhang 003 (IEEE Trans. Cybern., 2017)

Adaptive Multimodal Continuous Ant Colony Optimization. - Qiang Yang 008; Wei-Neng Chen; Zhengtao Yu 001; Tianlong Gu; Yun Li 002; Huaxiang Zhang 001; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2017)

Evolution Consistency Based Decomposition for Cooperative Coevolution. - Qiang Yang 008; Wei-Neng Chen; Jun Zhang 003 (IEEE Access, 2018)

A tri-objective differential evolution approach for multimodal optimization. - Wei-Jie Yu 001; Jing-Yu Ji; Yue-Jiao Gong; Qiang Yang 008; Jun Zhang 003 (Inf. Sci., 2018)

A Level-Based Learning Swarm Optimizer for Large-Scale Optimization. - Qiang Yang 008; Wei-Neng Chen; Jeremiah Da Deng; Yun Li 002; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2018)

A Gaussian Process Assisted Offline Estimation of Multivariate Gaussian Distribution Algorithm. - Xin-Xin Ma; Wei-Neng Chen; Qiang Yang 008 (SMC, 2020)

Discrete Resource Allocation in Epidemic Control with Heuristic Majority-Voting Particle Swarm Optimization. - Tianfang Zhao; Wei-Neng Chen; Xiaokun Wu 004; Liang Yang 002; Qiang Yang 008 (SMC, 2020)

Ant Colony Optimization for the Control of Pollutant Spreading on Social Networks. - Wei-Neng Chen; Da-Zhao Tan; Qiang Yang 008; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Cybern., 2020)

A Distributed Swarm Optimizer With Adaptive Communication for Large-Scale Optimization. - Qiang Yang 008; Wei-Neng Chen; Tianlong Gu; Huaxiang Zhang 001; Huaqiang Yuan; Sam Kwong; Jun Zhang 003 (IEEE Trans. Cybern., 2020)

Performance Analysis of Different Operators in Genetic Algorithm for Solving Continuous and Discrete Optimization Problems. - Shilun Song; Hu Jin; Qiang Yang 008 (ICEIS (1), 2021)

An Adaptive Level-Based Learning Swarm Optimizer for Large-Scale Optimization. - Gong-Wei Song; Qiang Yang 008; Xu-Dong Gao 003; Yuan-Yuan Ma; Zhenyu Lu 002; Jun Zhang 003 (SMC, 2021)

A Comparative Study on Population-Based Evolutionary Algorithms for Multiple Traveling Salesmen Problem with Visiting Constraints. - Cong Bao; Qiang Yang 008; Xu-Dong Gao 003; Jun Zhang 003 (SSCI, 2021)

Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem. - Xin-Xin Liu; Dong Liu 008; Qiang Yang 008; Xiao-Fang Liu; Wei-Jie Yu 001; Jun Zhang 003 (SSCI, 2021)

A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization. - Feng-Feng Wei; Wei-Neng Chen; Qiang Yang 008; Jeremiah D. Deng; Xiaonan Luo; Hu Jin; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2021)

Probabilistic Multimodal Optimization. - Qiang Yang 008; Wei-Neng Chen; Jun Zhang 003 (Metaheuristics for Finding Multiple Solutions, 2021)

Ant colony optimization with shortest distance biased dispatch for visiting constrained multiple traveling salesmen problem. - Cong Bao; Qiang Yang 008; Xu-Dong Gao 003; Zhenyu Lu 002; Jun Zhang 003 (GECCO Companion, 2022)

A layered learning estimation of distribution algorithm. - Yong Li; Qiang Yang 008; Xu-Dong Gao 003; Zhenyu Lu 002; Jun Zhang 003 (GECCO Companion, 2022)

Genetic Algorithm with Adapted Crossover Operators for Multiple Traveling Salesmen Problem with Visiting Constraints. - Cong Bao; Qiang Yang 008; Xu-Dong Gao 003; Zhenyu Lu 002 (SMC, 2022)

Investigation of Adaptive Parameter Strategies for Differential Evolution. - Jia-Wei Ji; Qiang Yang 008; Xu-Dong Gao 003; Zhenyu Lu 002 (SMC, 2022)

Ant Colony optimization for Electric Vehicle Routing Problem with Capacity and Charging Time Constraints. - Zihao Nie; Qiang Yang 008; En Zhang; Dong Liu 008; Jun Zhang 003 (SMC, 2022)

A Ranking Weight Based Roulette Wheel Selection Method for Comprehensive Learning Particle Swarm optimization. - Yuan-Peng Zhu; Qiang Yang 008; Xu-Dong Gao 003; Zhenyu Lu 002 (SMC, 2022)

A binary individual search strategy-based bi-objective evolutionary algorithm for high-dimensional feature selection. - Tao Li 023; Zhi-Hui Zhan; Jiucheng Xu; Qiang Yang 008; Yuan-Yuan Ma (Inf. Sci., 2022)

Random neighbor elite guided differential evolution for global numerical optimization. - Qiang Yang 008; Jiaqi Yan; Xu-Dong Gao 003; Dong-Dong Xu; Zhenyu Lu 002; Jun Zhang 003 (Inf. Sci., 2022)

An Adaptive Stochastic Dominant Learning Swarm Optimizer for High-Dimensional Optimization. - Qiang Yang 008; Wei-Neng Chen; Tianlong Gu; Hu Jin; Wentao Mao; Jun Zhang 003 (IEEE Trans. Cybern., 2022)

Evolving Block-Based Convolutional Neural Network for Hyperspectral Image Classification. - Zhenyu Lu 002; Shaoyang Liang; Qiang Yang 008; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm. - Xudong Gao 003; Wenjie Cao; Qiang Yang 008; Honglin Wang; Xiaolei Wang 001; Guang Jin; Jun Zhang 003 (CAAI Trans. Intell. Technol., 2022)

Variation Encoded Large-Scale Swarm Optimizers for Path Planning of Unmanned Aerial Vehicle. - Tan-Lin Xiao; Qiang Yang 008; Xu-Dong Gao 003; Yuan-Yuan Ma; Zhenyu Lu 002; Sang-Woon Jeon; Jun Zhang 003 (GECCO, 2023)

A Comparative Study on Crossover Operators of Genetic Algorithm for Traveling Salesman Problem. - Xin-Ai Dou; Qiang Yang 008; Xu-Dong Gao 003; Zhenyu Lu 002; Jun Zhang 003 (ICACI, 2023)

A PSO-Based Maximum Efficiency Optimization for Wireless Power Transfer Systems with Class-E Power Amplifier. - Xu-Dong Gao 003; Wenjie Cao; Qiang Yang 008; Jun Zhang 003 (ICACI, 2023)

Ant Colony Optimization for Multiple Travelling Salesmen Problem with Pivot Cities. - Nuo Xu; Deming Wu; Qiang Yang 008; Hua Wang 002; Xiangmin Zhou; Zhonglong Zheng; Yisu Ge; Xu-Dong Gao 003 (ICACI, 2023)

Random Pairwise Competition Based Ant Selection for Pheromone Updating in Ant Colony Optimization. - Hao Cao; Qiang Yang 008; Xudong Gao 003; Peilan Xu; Zhen-Yu Lu 002; Jun Zhang 003 (SMC, 2023)

Comparative Study on Different Encoding Strategies for Multiple Traveling Salesmen Problem. - Xin-Ai Dou; Qiang Yang 008; Peilan Xu; Xudong Gao 003; Zhen-Yu Lu 002 (SMC, 2023)

Gender-Sensitive EEG Channel Selection for Emotion Recognition Using Enhanced Genetic Algorithm. - Dan-Ting Duan; Bing Sun; Qiang Yang 008; Wei Zhong; Long Ye; Qin Zhang 009; Jun Zhang 003 (SMC, 2023)

Binomial Distribution Assisted Individual Selection for Differential Evolution. - Jia-Wei Ji; Qiang Yang 008; Xudong Gao 003; Peilan Xu; Zhen-Yu Lu 002 (SMC, 2023)

Comparative Study on Different Types of Surrogate-Assisted Evolutionary Algorithms for High-Dimensional Expensive Problems. - Zhuo-Yin Qiao; Qiang Yang 008; Xu-Dong Gao 003; Peilan Xu; Zhen-Yu Lu 002 (SMC, 2023)

A Privacy-Preserving Evolutionary Computation Framework for Feature Selection. - Bing Sun; Jian-Yu Li; Xiao-Fang Liu; Qiang Yang 008; Zhi-Hui Zhan; Jun Zhang 003 (WISE, 2023)

Gaussian Sampling Guided Differential Evolution Based on Elites for Global Optimization. - Wen-Xuan Ji; Qiang Yang 008; Xudong Gao 003 (IEEE Access, 2023)

Function value ranking aware differential evolution for global numerical optimization. - Dong Liu 008; Hao He; Qiang Yang 008; Yiqiao Wang 002; Sang-Woon Jeon; Jun Zhang 003 (Swarm Evol. Comput., 2023)

Proximity ranking-based multimodal differential evolution. - Junna Zhang; Degang Chen 005; Qiang Yang 008; Yiqiao Wang 002; Dong Liu 008; Sang-Woon Jeon; Jun Zhang 003 (Swarm Evol. Comput., 2023)

Superiority combination learning distributed particle swarm optimization for large-scale optimization. - Zi-Jia Wang 001; Qiang Yang 008; Yu-Hui Zhang; Shu-Hong Chen; Yuan-Gen Wang (Appl. Soft Comput., 2023)

Heterogeneous cognitive learning particle swarm optimization for large-scale optimization problems. - En Zhang; Zihao Nie; Qiang Yang 008; Yiqiao Wang 002; Dong Liu 008; Sang-Woon Jeon; Jun Zhang 003 (Inf. Sci., 2023)

A Bilevel Hybrid Genetic Algorithm for Capacitated Electric Vehicle Routing Problem. - Chang-Tao Feng; Ya-Hui Jia; Qiang Yang 008; Wei-Neng Chen; Huaiguang Jiang (CEC, 2024)

Evolutionary Algorithm with Cross-Generation Environmental Selection for Traveling Salesman Problem. - Zi Yang Bo; Qiang Yang 008; Ya-Hui Jia; Xu Dong Gao 003; Zhen-Yu Lu 002; Jun Zhang 003 (GECCO Companion, 2024)

Adapted Ant Colony Optimization for Large-Scale Orienteering Problem. - Deming Wu; Qiang Yang 008; Changjun Zhou; Zhonglong Zheng; Jun Zhang 003 (GECCO Companion, 2024)

Non-Linearly Weighted Pheromone Updating for Ant Colony Optimization. - Ying-Han Qiu; Qiang Yang 008; Jian-Yu Li; Ya-Hui Jia; Zi-Jia Wang 001; Xu-Dong Gao 003; Zhenyu Lu 002; Jun Zhang 003 (SMC, 2024)

Individual-Level Dominant Exemplar Selection for Particle Swarm Optimization. - Hu-Long Wang; Dan-Ting Duan; Qiang Yang 008; Xu-Dong Gao 003; Peilan Xu; Xin Lin 004; Zhen-Yu Lu 002; Jun Zhang 003 (SMC, 2024)

Adaptive Ant Selection for Pheromone Update in Ant Colony Optimization. - Biao Wang; Danting Duan; Qiang Yang 008; Xiao-Yan Zhao; Tao Li 023; Dong Liu 008; Jun Zhang 003 (SMC, 2024)

A Benchmark Test Suite for Multiple Traveling Salesmen Problem with Pivot Cities. - Zi-Yang Bo; Dan-Ting Duan; Qiang Yang 008; Xu-Dong Gao 003; Peilan Xu; Xin Lin 004; Zhenyu Lu 002; Jun Zhang 003 (WISE (4), 2024)

An adaptive dual-strategy constrained optimization-based coevolutionary optimizer for high-dimensional feature selection. - Tao Li 023; Shun-xi Zhang; Qiang Yang 008; Jiucheng Xu (Comput. Electr. Eng., 2024)

Bi-directional ensemble differential evolution for global optimization. - Qiang Yang 008; Jia-Wei Ji; Xin Lin 004; Xiao-Min Hu; Xu-Dong Gao 003; Peilan Xu; Hong Zhao; Zhen-Yu Lu 002; Sang-Woon Jeon; Jun Zhang 003 (Expert Syst. Appl., 2024)

A novel tree structure-based multi-prototype clustering algorithm. - Tao Li 023; Bing-yang Li; Xian-wei Xin; Yuanyuan Ma; Qiang Yang 008 (J. King Saud Univ. Comput. Inf. Sci., 2024)

Triple competitive differential evolution for global numerical optimization. - Qiang Yang 008; Zhuo-Yin Qiao; Peilan Xu; Xin Lin 004; Xu-Dong Gao 003; Zi-Jia Wang 001; Zhen-Yu Lu 002; Sang-Woon Jeon; Jun Zhang 003 (Swarm Evol. Comput., 2024)

Random Contrastive Interaction for Particle Swarm Optimization in High-Dimensional Environment. - Qiang Yang 008; Gong-Wei Song; Wei-Neng Chen; Ya-Hui Jia; Xu-Dong Gao 003; Zhen-Yu Lu 002; Sang-Woon Jeon; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2024)

Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark. - Wenke Huang; Mang Ye; Zekun Shi; Guancheng Wan; He Li; Bo Du 001; Qiang Yang 008 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Ant Colony Optimization for Tourist Route Planning. - Li-Ting Xu; Qiang Yang 008; Dan-Ting Duan; Xin Lin 004; Cheng-Zhi Qu; Zhen-Yu Lu 002; Jun Zhang 003 (GECCO, 2025)

Tuple leading differential evolution for black-box optimization. - Guang-Chuan Ma; Qiang Yang 008; Jian-Yu Li; Hong Zhao; Xu-Dong Gao 003; Zhenyu Lu 002; Jun Zhang 003 (Expert Syst. Appl., 2025)

A probabilistic tournament learning swarm optimizer for large-scale optimization. - Li-Ting Xu; Qiang Yang 008; Jian-Yu Li; Peilan Xu; Xin Lin 004; Xu-Dong Gao 003; Zhenyu Lu 002; Jun Zhang 003 (Inf. Sci., 2025)

An adaptive matrix-based evolutionary computation framework for EEG feature selection. - Danting Duan; Bing Sun; Qiang Yang 008; Long Ye; Qin Zhang 009; Jun Zhang 003 (Memetic Comput., 2025)

Multistage Particle Swarm Optimization for Heterogeneous Multipoint Dynamic Aggregation. - Shihao Dai; Ya-Hui Jia; Wei-Neng Chen; Yi Mei 001; Qiang Yang 008 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution. - Dan-Ting Duan; Jian-Yu Li; Bing Sun; Xiao-Fang Liu; Qiang Yang 008; Qi-Jia Jiang; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (IEEE Trans. Artif. Intell., 2025)