Genghui Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 51

Top Topics

Artificial Bee Colony Algorithm

Mutation Strategy

Global Numerical Optimization

Resource Allocation

Top Venues

Appl. Soft Comput.

Swarm Evol. Comput.

IEEE Trans. Evol. Comput.

Publications

Zhenkun Wang, Qingyan Li, Genghui Li, Qingfu Zhang
Multi-objective decomposition evolutionary algorithm with objective modification-based dominance and external archive. Appl. Soft Comput. 149 (Part A) (2024)
Zhenkun Wang, Shunyu Yao, Genghui Li, Qingfu Zhang
Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model. IEEE Trans. Cybern. 54 (3) (2024)
Han Li, Genghui Li, Qiaoyong Jiang, Jiashu Wang, Zhenkun Wang
MOEA/D with customized replacement neighborhood and dynamic resource allocation for solving 3L-SDHVRP. Swarm Evol. Comput. 85 (2024)
Ruihao Zheng, Yin Wu, Genghui Li, Yu Zhang, Zhenkun Wang
Decomposition with adaptive composite norm for evolutionary multi-objective combinatorial optimization. Swarm Evol. Comput. 86 (2024)
Zhi Zheng, Shunyu Yao, Genghui Li, Linxi Han, Zhenkun Wang
Pareto Improver: Learning Improvement Heuristics for Multi-Objective Route Planning. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Jingjing Chen, Genghui Li, Xi Lin
Decomposition gradient descent method for bi-objective optimisation. Int. J. Bio Inspired Comput. 23 (1) (2024)
Zhengjun Wang, Weifeng Gao, Genghui Li, Zhenkun Wang, Maoguo Gong
Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement Learning With Enhanced Exploration. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Kangnian Lin, Genghui Li, Qingyan Li, Zhenkun Wang, Hisao Ishibuchi, Hu Zhang
Multi-objective evolutionary algorithm with evolutionary-status-driven environmental selection. Inf. Sci. 669 (2024)
Lindong Xie, Genghui Li, Zhenkun Wang, Laizhong Cui, Maoguo Gong
Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration. IEEE Trans. Evol. Comput. 28 (4) (2024)
Ming Dai, Aimei Kang, ZengRi Zeng, Yuxuan Yang, Bing Huang, Jiayi Peng, Wenjian Luo, Genghui Li
Toward Unknown/Known Cyberattack Detection with a Causal Transformer. ICIC (2) (2024)
Genghui Li, Zhenkun Wang, Jianyong Sun, Qingfu Zhang
Objective Extraction for Simplifying Many-Objective Solution Sets. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Zhongju Yuan, Zhenkun Wang, Genghui Li
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation. IJCNN (2023)
Genghui Li, Lindong Xie, Zhenkun Wang, Huajun Wang, Maoguo Gong
Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization. Inf. Sci. 634 (2023)
Huajun Wang, Genghui Li, Zhenkun Wang
Fast SVM classifier for large-scale classification problems. Inf. Sci. 642 (2023)
Genghui Li, Zhenkun Wang, Maoguo Gong
Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Genghui Li, Zhenkun Wang, Qingfu Zhang, Jianyong Sun
Offline and Online Objective Reduction via Gaussian Mixture Model Clustering. IEEE Trans. Evol. Comput. 27 (2) (2023)
Jiaqian Li, Genghui Li, Zhenkun Wang, Laizhong Cui
Differential evolution with an adaptive penalty coefficient mechanism and a search history exploitation mechanism. Expert Syst. Appl. 230 (2023)
Jixiang Chen, Fu Luo, Genghui Li, Zhenkun Wang
Batch Bayesian optimization with adaptive batch acquisition functions via multi-objective optimization. Swarm Evol. Comput. 79 (2023)
Zhongju Yuan, Genghui Li, Zhenkun Wang, Jianyong Sun, Ran Cheng
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Zhongju Yuan, Zhenkun Wang, Genghui Li
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation. CoRR (2022)
Genghui Li, Qingfu Zhang, Qiuzhen Lin, Weifeng Gao
A Three-Level Radial Basis Function Method for Expensive Optimization. IEEE Trans. Cybern. 52 (7) (2022)
Genghui Li, Qingyan Li, Zhenkun Wang
Adaptive Differential Evolution Algorithm with Multiple Gaussian Learning Models. CICAI (3) (2022)
Zhifang Wei, Weifeng Gao, Genghui Li, Qingfu Zhang
A Penalty-Based Differential Evolution for Multimodal Optimization. IEEE Trans. Cybern. 52 (7) (2022)
Genghui Li, Qingfu Zhang, Zhenkun Wang
Evolutionary Competitive Multitasking Optimization. IEEE Trans. Evol. Comput. 26 (2) (2022)
Genghui Li, Qingfu Zhang
Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization. IEEE Trans. Evol. Comput. 25 (4) (2021)
Jingjing Chen, Qingfu Zhang, Genghui Li
MOEA/D for Multiple Multi-objective Optimization. EMO (2021)
Genghui Li, Qingfu Zhang
Multitask Feature Selection for Objective Reduction. EMO (2021)
Weifeng Gao, Genghui Li, Qingfu Zhang, Yuting Luo, Zhenkun Wang
Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 51 (9) (2021)
Yang Li, Genghui Li
Differential evolutionary algorithm with an evolutionary state estimation method and a two-level selection mechanism. Soft Comput. 24 (15) (2020)
Genghui Li, Qiuzhen Lin, Weifeng Gao
Multifactorial optimization via explicit multipopulation evolutionary framework. Inf. Sci. 512 (2020)
Laizhong Cui, Genghui Li, Zexuan Zhu, Zhong Ming, Zhenkun Wen, Nan Lu
Differential evolution algorithm with dichotomy-based parameter space compression. Soft Comput. 23 (11) (2019)
Genghui Li, Qingfu Zhang, Jianyong Sun, Zhonghua Han
Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization. CEC (2019)
Qingquan Chen, Genghui Li, Qingbin Zhang, Qiangang Tang, Guobin Zhang
Optimal Design of Passive Control of Space Tethered-Net Capture System. IEEE Access 7 (2019)
Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Ka-Chun Wong, Jianyong Chen, Nan Lu, Jian Lu
Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism. Inf. Sci. 422 (2018)
Laizhong Cui, Chong Xu, Genghui Li, Zhong Ming, Yuhong Feng, Nan Lu
A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network. Appl. Soft Comput. 68 (2018)
Genghui Li, Qingfu Zhang, Weifeng Gao
Multipopulation evolution framework for multifactorial optimization. GECCO (Companion) (2018)
Qiuzhen Lin, Miaomiao Zhu, Genghui Li, Wenjun Wang, Laizhong Cui, Jianyong Chen, Jian Lu
A novel artificial bee colony algorithm with local and global information interaction. Appl. Soft Comput. 62 (2018)
Laizhong Cui, Genghui Li, Yanli Luo, Fei Chen, Zhong Ming, Nan Lu, Jian Lu
An enhanced artificial bee colony algorithm with dual-population framework. Swarm Evol. Comput. 43 (2018)
Laizhong Cui, Kai Zhang, Genghui Li, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu
Modified Gbest-guided artificial bee colony algorithm with new probability model. Soft Comput. 22 (7) (2018)
Laizhong Cui, Qiuling Huang, Genghui Li, Shu Yang, Zhong Ming, Zhenkun Wen, Nan Lu, Jian Lu
Differential Evolution Algorithm With Tracking Mechanism and Backtracking Mechanism. IEEE Access 6 (2018)
Laizhong Cui, Kai Zhang, Genghui Li, Xizhao Wang, Shu Yang, Ming Zhong, Joshua Zhexue Huang, Nan Lu
A smart artificial bee colony algorithm with distance-fitness-based neighbor search and its application. Future Gener. Comput. Syst. 89 (2018)
Laizhong Cui, Genghui Li, Zexuan Zhu, Zhenkun Wen, Nan Lu, Jian Lu
A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution. Soft Comput. 22 (18) (2018)
Genghui Li, Laizhong Cui, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu
Artificial bee colony algorithm with gene recombination for numerical function optimization. Appl. Soft Comput. 52 (2017)
Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Zhenkun Wen, Nan Lu, Ka-Chun Wong, Jianyong Chen
A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization. Inf. Sci. 414 (2017)
Liu Wu, Zhiwei Sun, Kai Zhang, Genghui Li, Ping Wang
Multi-population Based Search Strategy Ensemble Artificial Bee Colony Algorithm with a Novel Resource Allocation Mechanism. ICONIP (4) (2017)
Laizhong Cui, Genghui Li, Xizhao Wang, Qiuzhen Lin, Jianyong Chen, Nan Lu, Jian Lu
A ranking-based adaptive artificial bee colony algorithm for global numerical optimization. Inf. Sci. 417 (2017)
Genghui Li, Qiuzhen Lin, Laizhong Cui, Zhihua Du, Zhengping Liang, Jianyong Chen, Nan Lu, Zhong Ming
A novel hybrid differential evolution algorithm with modified CoDE and JADE. Appl. Soft Comput. 47 (2016)
Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu, Guanjing Zhang
Artificial Bee Colony Algorithm Based on Neighboring Information Learning. ICONIP (3) (2016)
Laizhong Cui, Genghui Li, Qiuzhen Lin, Zhihua Du, Weifeng Gao, Jianyong Chen, Nan Lu
A novel artificial bee colony algorithm with depth-first search framework and elite-guided search equation. Inf. Sci. (2016)
Laizhong Cui, Yanli Luo, Genghui Li, Nan Lu
Artificial Bee Colony Algorithm with Hierarchical Groups for Global Numerical Optimization. SmartCom (2016)
Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu
Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations. Comput. Oper. Res. 67 (2016)
Laizhong Cui, Genghui Li, Xianghua Fu, Nan Lu
CPPStreaming: A Cloud-Assisted Peer-to-Peer Live Streaming System. HPCC/CSS/ICESS (2015)
Laizhong Cui, Genghui Li, Li Li, Qiuzhen Lin, Jianyong Chen, Nan Lu
Enhance Differential Evolution Algorithm Based on Novel Mutation Strategy and Parameter Control Method. ICONIP (1) (2015)