Genghui Li

According to our database, Genghui Li authored at least 45 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model.

Zhenkun Wang, Shunyu Yao, Genghui Li, Qingfu Zhang

IEEE Trans. Cybern., March, 2024

Objective Extraction for Simplifying Many-Objective Solution Sets.

Genghui Li, Zhenkun Wang, Jianyong Sun, Qingfu Zhang

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Pareto Improver: Learning Improvement Heuristics for Multi-Objective Route Planning.

Zhi Zheng, Shunyu Yao, Genghui Li, Linxi Han, Zhenkun Wang

IEEE Trans. Intell. Transp. Syst., January, 2024

Decomposition gradient descent method for bi-objective optimisation.

Jingjing Chen, Genghui Li, Xi Lin

Int. J. Bio Inspired Comput., 2024

2023

Differential evolution with an adaptive penalty coefficient mechanism and a search history exploitation mechanism.

Jiaqian Li, Genghui Li, Zhenkun Wang, Laizhong Cui

Expert Syst. Appl., November, 2023

RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning.

Zhongju Yuan, Genghui Li, Zhenkun Wang, Jianyong Sun, Ran Cheng

IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization.

Genghui Li, Lindong Xie, Zhenkun Wang, Huajun Wang, Maoguo Gong

Inf. Sci., July, 2023

Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization.

Genghui Li, Zhenkun Wang, Maoguo Gong

IEEE Trans. Syst. Man Cybern. Syst., May, 2023

Offline and Online Objective Reduction via Gaussian Mixture Model Clustering.

Genghui Li, Zhenkun Wang, Qingfu Zhang, Jianyong Sun

IEEE Trans. Evol. Comput., April, 2023

Batch Bayesian optimization with adaptive batch acquisition functions via multi-objective optimization.

Jixiang Chen, Fu Luo, Genghui Li, Zhenkun Wang

Swarm Evol. Comput., 2023

Fast SVM classifier for large-scale classification problems.

Huajun Wang, Genghui Li, Zhenkun Wang

Inf. Sci., 2023

Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation.

Zhongju Yuan, Zhenkun Wang, Genghui Li

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Evolutionary Competitive Multitasking Optimization.

Genghui Li, Qingfu Zhang, Zhenkun Wang

IEEE Trans. Evol. Comput., 2022

A Penalty-Based Differential Evolution for Multimodal Optimization.

Zhifang Wei, Weifeng Gao, Genghui Li, Qingfu Zhang

IEEE Trans. Cybern., 2022

A Three-Level Radial Basis Function Method for Expensive Optimization.

Genghui Li, Qingfu Zhang, Qiuzhen Lin, Weifeng Gao

IEEE Trans. Cybern., 2022

Adaptive Differential Evolution Algorithm with Multiple Gaussian Learning Models.

Genghui Li, Qingyan Li, Zhenkun Wang

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021

Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm.

Weifeng Gao, Genghui Li, Qingfu Zhang, Yuting Luo, Zhenkun Wang

IEEE Trans. Syst. Man Cybern. Syst., 2021

Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization.

Genghui Li, Qingfu Zhang

IEEE Trans. Evol. Comput., 2021

Multitask Feature Selection for Objective Reduction.

Genghui Li, Qingfu Zhang

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

MOEA/D for Multiple Multi-objective Optimization.

Jingjing Chen, Qingfu Zhang, Genghui Li

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

2020

Differential evolutionary algorithm with an evolutionary state estimation method and a two-level selection mechanism.

Yang Li, Genghui Li

Soft Comput., 2020

Multifactorial optimization via explicit multipopulation evolutionary framework.

Genghui Li, Qiuzhen Lin, Weifeng Gao

Inf. Sci., 2020

2019

Differential evolution algorithm with dichotomy-based parameter space compression.

Laizhong Cui, Genghui Li, Zexuan Zhu, Zhong Ming, Zhenkun Wen, Nan Lu

Soft Comput., 2019

Optimal Design of Passive Control of Space Tethered-Net Capture System.

Qingquan Chen, Genghui Li, Qingbin Zhang, Qiangang Tang, Guobin Zhang

IEEE Access, 2019

Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization.

Genghui Li, Qingfu Zhang, Jianyong Sun, Zhonghua Han

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

An enhanced artificial bee colony algorithm with dual-population framework.

Laizhong Cui, Genghui Li, Yanli Luo, Fei Chen, Zhong Ming, Nan Lu, Jian Lu

Swarm Evol. Comput., 2018

Modified Gbest-guided artificial bee colony algorithm with new probability model.

Laizhong Cui, Kai Zhang, Genghui Li, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu

Soft Comput., 2018

A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution.

Laizhong Cui, Genghui Li, Zexuan Zhu, Zhenkun Wen, Nan Lu, Jian Lu

Soft Comput., 2018

Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism.

Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Ka-Chun Wong, Jianyong Chen, Nan Lu, Jian Lu

Inf. Sci., 2018

A smart artificial bee colony algorithm with distance-fitness-based neighbor search and its application.

Laizhong Cui, Kai Zhang, Genghui Li, Xizhao Wang, Shu Yang, Zhong Ming, Joshua Zhexue Huang, Nan Lu

Future Gener. Comput. Syst., 2018

A novel artificial bee colony algorithm with local and global information interaction.

Qiuzhen Lin, Miaomiao Zhu, Genghui Li, Wenjun Wang, Laizhong Cui, Jianyong Chen, Jian Lu

Appl. Soft Comput., 2018

A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network.

Laizhong Cui, Chong Xu, Genghui Li, Zhong Ming, Yuhong Feng, Nan Lu

Appl. Soft Comput., 2018

Differential Evolution Algorithm With Tracking Mechanism and Backtracking Mechanism.

Laizhong Cui, Qiuling Huang, Genghui Li, Shu Yang, Zhong Ming, Zhenkun Wen, Nan Lu, Jian Lu

IEEE Access, 2018

Multipopulation evolution framework for multifactorial optimization.

Genghui Li, Qingfu Zhang, Weifeng Gao

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization.

Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Zhenkun Wen, Nan Lu, Ka-Chun Wong, Jianyong Chen

Inf. Sci., 2017

A ranking-based adaptive artificial bee colony algorithm for global numerical optimization.

Laizhong Cui, Genghui Li, Xizhao Wang, Qiuzhen Lin, Jianyong Chen, Nan Lu, Jian Lu

Inf. Sci., 2017

Artificial bee colony algorithm with gene recombination for numerical function optimization.

Genghui Li, Laizhong Cui, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu

Appl. Soft Comput., 2017

Multi-population Based Search Strategy Ensemble Artificial Bee Colony Algorithm with a Novel Resource Allocation Mechanism.

Liu Wu, Zhiwei Sun, Kai Zhang, Genghui Li, Ping Wang

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

A novel artificial bee colony algorithm with depth-first search framework and elite-guided search equation.

Laizhong Cui, Genghui Li, Qiuzhen Lin, Zhihua Du, Weifeng Gao, Jianyong Chen, Nan Lu

Inf. Sci., 2016

Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations.

Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu

Comput. Oper. Res., 2016

A novel hybrid differential evolution algorithm with modified CoDE and JADE.

Genghui Li, Qiuzhen Lin, Laizhong Cui, Zhihua Du, Zhengping Liang, Jianyong Chen, Nan Lu, Zhong Ming

Appl. Soft Comput., 2016

Artificial Bee Colony Algorithm with Hierarchical Groups for Global Numerical Optimization.

Laizhong Cui, Yanli Luo, Genghui Li, Nan Lu

Proceedings of the Smart Computing and Communication, 2016

Artificial Bee Colony Algorithm Based on Neighboring Information Learning.

Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu, Guanjing Zhang

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Enhance Differential Evolution Algorithm Based on Novel Mutation Strategy and Parameter Control Method.

Laizhong Cui, Genghui Li, Li Li, Qiuzhen Lin, Jianyong Chen, Nan Lu

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

CPPStreaming: A Cloud-Assisted Peer-to-Peer Live Streaming System.

Laizhong Cui, Genghui Li, Xianghua Fu, Nan Lu

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015