Zhi-Hui Zhan

283 papers A 13B 43C 4Misc 2Journal 163Unranked 58
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Landscape-Aware Differential Evolution for Multimodal Optimization Problems.
IEEE Trans. Evol. Comput.
Guo-Yun Lin, Zong-Gan Chen, Chuanbin Liu, Yuncheng Jiang, Sam Kwong, Jun Zhang, Zhi-Hui Zhan
2026 J jnl
A Novel Pattern Learning Framework With Enhanced Scalability for Continuous Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Jian Qin, Yuanqiu Mo, Hongzhe Liu, Zhi-Hui Zhan, Wenwu Yu
2026 J jnl
Adaptive elite learning particle swarm optimization algorithm with complementary sub-strategies for multimodal problems.
Sci. China Inf. Sci.
Qianbo Lu, Jiaxin Sun, Zhenshan Wang, Chao Wang, Xiaoke Wang, Xiaoxu Wang, Shuang Wu, Xuyang Zhou, Qixuan Zhu, Jinshuai Sun, Zhi-Hui Zhan, Wei Huang
2026 J jnl
Adaptive pattern learning particle swarm optimization for large-scale optimization.
Swarm Evol. Comput.
Zhi-Tao Lai, Zijia Wang, Shuai Liu, Zong-Gan Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2026 J jnl
Fuzzy Adaptive Multitask Optimization.
IEEE Trans. Cybern.
Chang-Long Wang, Zijia Wang, Zhao-Feng Xue, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2026 J jnl
HM-Net: An improved few-shot learning model for the detection of traffic signs.
Appl. Soft Comput.
Zhiwen Su, Haibin Ouyang, Steven Li, Zhi-Hui Zhan, Weiping Ding
2026 J jnl
Learning-Assisted Search Path Reconstruction Empowers Evolution Algorithm for Optimization.
IEEE Trans. Evol. Comput.
Yaotong Song, Kaiyu Wang, Zhi-Hui Zhan, Zhenyu Lei, Shangce Gao
2026 J jnl
Less Is More: A Small-Scale Learning Particle Swarm Optimization for Large-Scale Optimization.
IEEE Trans. Cybern.
Shuai Liu, Zijia Wang, Zheng Kou, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2026 J jnl
Sparse-driven auxiliary mask regulation and hierarchical action selection for large-scale multi-objective optimization.
Expert Syst. Appl.
Shuzhao Pang, Qingke Zhang, Zhi-Hui Zhan, Junqing Li, Huaxiang Zhang
2026 J jnl
Tensor-Based Ant Colony Optimization for Set Meal Design in Online-to-Offline Restaurants.
IEEE Trans. Cybern.
Bing Sun, Wei-Jie Yu, Xiao-Fang Liu, Jinghui Zhong, Jian-Yu Li, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2026 J jnl
Tree Structured Cooperative Coevolutionary Genetic Algorithm for Fragment Reconstruction.
IEEE Trans. Evol. Comput.
Xin-Yuan Zhang, Jin-Hao Yang, Yue-Jiao Gong, Zhi-Hui Zhan, Jun Zhang
2025 B conf
A Dual-Encoding-based Genetic Algorithm for Multi-Objective Multi-UAV Scheduling in Firefighting Scenarios.
CEC
Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Qi-Te Yang, Jian-Yu Li, Zhi-Hui Zhan, Yunliang Jiang, Yaochu Jin, Jun Zhang
2025 J jnl
A New Scope and Domain Measure Comparison Method for Global Convergence Analysis in Evolutionary Computation.
CoRR
Liu-Yue Luo, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2025 B conf
A Simple and Comprehensive Method Based on Measure Comparison for Global Convergence Analysis in Evolutionary Computation.
CEC
Liu-Yue Luo, Zhi-Hui Zhan
2025 J jnl
A hybrid feature-based heterogeneous graph transformer method for cheating official account mining.
Complex Intell. Syst.
Liu-Yue Luo, Qi-Te Yang, Zong-Gan Chen, Sam Kwong, Jun Zhang, Zhi-Hui Zhan
2025 J jnl
A receding horizon control-based holistic ant colony system approach for multi-runway aircraft arrival sequencing and scheduling.
Memetic Comput.
Xin-Xin Xu, Yi Jiang, Hongyan Sang, Hui-Li Gong, Xiang-Qian Ding, Sam Kwong, Zhi-Hui Zhan
2025 J jnl
Altruistic NSGA-II with abandonment threshold and double selection strategy for solving multi-objective optimization problems.
Appl. Soft Comput.
Jianhong Chen, Haibin Ouyang, Steven Li, Chunliang Zhang, Zhi-Hui Zhan
2025 B conf
An Improved Evolutionary Multitasking Algorithm for Multitasking Berth Allocation Problem.
CEC
Rong Wang, Xin-Xin Xu, Jun Hong, Si-Cheng Wang, Fei Ji, Zhi-Hui Zhan
2025 J jnl
An adaptive heuristic algorithm with a collaborative search framework for multi-UAV inspection planning.
Appl. Soft Comput.
Chang He, Haibin Ouyang, Weiqing Huang, Steven Li, Chunliang Zhang, Weiping Ding, Zhi-Hui Zhan
2025 J jnl
Artificial intelligence-based methods for protein structure prediction: a survey.
Artif. Intell. Rev.
Zhi-Hui Zhan, Jun Hong, Jian-Yu Li, Cheng Wang, Langchong He, Zongben Xu, Jun Zhang
2025 B conf
Bi-Velocity Coevolutionary Multiswarm Particle Swarm Optimization for Many-Objective Gateway Placement Optimization.
CEC
Zhou-Zhi Lu, Qi-Te Yang, Ke-Jing Du, Jian-Yu Li, Chun-Hua Chen, Qingrui Zhou, Zhi-Hui Zhan
2025 J jnl
Bi-stage learning differential evolution for multimodal optimization problems.
Swarm Evol. Comput.
Chang-Long Wang, Zi-Jia Wang, Yi-Biao Huang, Dan-Ting Duan, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 B conf
Comparisons of Some Evolutionary Computation Algorithms for Prompt Optimization in Large Language Models.
SMC
Jian-Yu Li, Tian-Le Jin, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
Contrastive-Learning-Based Decision Making for Dynamic Time-Linkage Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Meng Gao, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Evolutionary Multitask Optimization for Multiform Feature Selection in Classification.
IEEE Trans. Cybern.
Qi-Te Yang, Xin-Xin Xu, Zhi-Hui Zhan, Jinghui Zhong, Sam Kwong, Jun Zhang
2025 J jnl
Eye-movement-prompted large image captioning model.
Pattern Recognit.
Zheng Yang, Bing Han, Xinbo Gao, Zhi-Hui Zhan
2025 J jnl
Feature Subspace Learning-Based Binary Differential Evolution Algorithm for Unsupervised Feature Selection.
IEEE Trans. Big Data
Tao Li, Yuhua Qian, Feijiang Li, Xinyan Liang, Zhi-Hui Zhan
2025 J jnl
Fractional Order Differential Evolution.
IEEE Trans. Evol. Comput.
Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-Hui Zhan, Jiujun Cheng
2025 J jnl
Fragment-Based Knowledge Transfer for Multi-Task Capacitated Vehicle Routing.
IEEE Trans. Intell. Transp. Syst.
Xiao-Fang Liu, Yang-Tao Dai, Yongchun Fang, Xue Yu, Zhi-Hui Zhan, Jun Zhang
2025 — conf
FusionAttNet: A Water Surface Object Detection Model with Dynamic Fusion and Cross-Modal Attention.
ICMEW
Jingge Guan, Bing Han, Xinbo Gao, Zhi-Hui Zhan
2025 — conf
Generative Evolutionary Computation: An Automatic Gene Targeting Differential Evolution Via Genetic Programming.
GECCO Companion
Yi-Chao Huang, Xin-Xin Xu, Jian-Yu Li, Sam Kwong, Zhi-Hui Zhan, Jun Zhang
2025 Misc conf
Grouping-Based Crowding Differential Evolution Approaches for Multimodal Feature Selection.
ICASSP
Junliu Zhu, Zong-Gan Chen, Jian-Yu Li, Yuncheng Jiang, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Knowledge Learning for Evolutionary Computation.
IEEE Trans. Evol. Comput.
Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2025 J jnl
Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization.
IEEE Trans. Evol. Comput.
Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Sam Kwong, Jun Zhang
2025 J jnl
Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution.
IEEE Trans. Artif. Intell.
Dan-Ting Duan, Jian-Yu Li, Bing Sun, Xiao-Fang Liu, Qiang Yang, Qi-Jia Jiang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
Learning to Transfer for Evolutionary Multitasking.
IEEE Trans. Cybern.
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
2025 J jnl
Multilevel and Multisegment Learning Multitask Optimization via a Niching Method.
IEEE Trans. Evol. Comput.
Zhao-Feng Xue, Zijia Wang, Yi Jiang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
Multimodule-Based Dynamic Community Detection for Enhancing Innovation Performance in Crowdsourcing Contests.
IEEE Trans. Syst. Man Cybern. Syst.
Jianyu Zhao, Lujie Zhou, Chuanbin Liu, Yi Jiang, Sam Kwong, Zhi-Hui Zhan
2025 J jnl
Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask Optimization.
IEEE Trans. Evol. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Yun Li, Jun Zhang
2025 J jnl
Multisource Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization.
IEEE Trans. Evol. Comput.
Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Yifei Sun, Yifei Cao, Ziang Wang, Sicheng Hou, Weifeng Gao, Zhi-Hui Zhan
2025 J jnl
Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach.
IEEE Trans. Evol. Comput.
Jun Hong, Zhi-Hui Zhan, Langchong He, Zongben Xu, Jun Zhang
2025 J jnl
RsGCN: Rescaling Enhances Generalization of GCNs for Solving Scalable Traveling Salesman Problems.
CoRR
Junquan Huang, Zong-Gan Chen, Yuncheng Jiang, Zhi-Hui Zhan
2025 J jnl
Traffic Signal Timing Optimization: From Evolution to Adaptation.
IEEE Trans. Syst. Man Cybern. Syst.
Sheng-Hao Wu, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2025 J jnl
Two-Stage Deep Feature Selection Method Using Voting Differential Evolution Algorithm for Pneumonia Detection From Chest X-Ray Images.
IEEE Trans. Emerg. Top. Comput. Intell.
Haibin Ouyang, Dongmei Liu, Steven Li, Weiping Ding, Zhi-Hui Zhan
2024 J jnl
A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization.
Swarm Evol. Comput.
Xin-Xin Xu, Jian-Yu Li, Xiao-Fang Liu, Hui-Li Gong, Xiang-Qian Ding, Sang-Woon Jeon, Zhi-Hui Zhan
2024 J jnl
A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning.
IEEE Trans. Ind. Informatics
Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Yunliang Jiang, Jun Zhang
2024 J jnl
A Landscape-Aware Differential Evolution for Multimodal Optimization Problems.
CoRR
Guo-Yun Lin, Zong-Gan Chen, Yuncheng Jiang, Zhi-Hui Zhan, Jun Zhang
2024 — conf
A Novel Elitism-Based Genetic Algorithm with Gradient-Based Local Search for Seeking Local Nash Equilibrium in Non-Cooperative Game.
ICONIP (4)
Bo-Ying Lai, Chun-Hua Chen, Xin-Xin Xu, Yi Jiang, Wenwu Yu, Jun Zhang, Zhi-Hui Zhan
2024 J jnl
A Novel Evolutionary Algorithm With Column and Sub-Block Local Search for Sudoku Puzzles.
IEEE Trans. Games
Chuan Wang, Bing Sun, Ke-Jing Du, Jian-Yu Li, Zhi-Hui Zhan, Sang-Woon Jeon, Hua Wang, Jun Zhang
2024 J jnl
A Performance Investigation of Multimodal Multiobjective Optimization Algorithms in Solving Two Types of Real-World Problems.
CoRR
Zhiqiu Chen, Zong-Gan Chen, Yuncheng Jiang, Zhi-Hui Zhan
2024 J jnl
A dual population collaborative harmony search algorithm with adaptive population size for the system reliability-redundancy allocation problems.
J. Comput. Des. Eng.
Haibin Ouyang, Siqi Liang, Steven Li, Ziyu Zhou, Zhi-Hui Zhan
2024 A conf
Adaptive Aggregative Multitask Competitive Particle Swarm Optimization with Bi-Directional Asymmetric Flip Strategy for High-Dimensional Feature Selection.
GECCO
Yong Zhang, Ke-Jing Du, Yi Jiang, Li-Min Wang, Hua Wang, Zhi-Hui Zhan
2024 J jnl
Block-Level Knowledge Transfer for Evolutionary Multitask Optimization.
IEEE Trans. Cybern.
Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2024 B conf
Conflict-Free Genetic Algorithm with Nash Equilibrium Seeking for Game-Based Battery Swapping Station Recommendation.
SMC
Chang-Long Sun, Xin-Xin Xu, Chun-Hua Chen, Jun Hong, Zhenan He, Dengxiu Yu, Sam Kwong, Zhi-Hui Zhan
2024 — conf
Distributed Ensemble Hyper-Heuristic Algorithm for Aircraft Arrival Sequencing and Scheduling Problem.
GECCO Companion
Xian-ping Wang, Xin-Xin Xu, Yi Jiang, Sheng Bi, Yanchun Liang, Zhi-Hui Zhan
2024 J jnl
Evolutionary Dynamic Database Partitioning Optimization for Privacy and Utility.
IEEE Trans. Dependable Secur. Comput.
Yong-Feng Ge, Hua Wang, Elisa Bertino, Zhi-Hui Zhan, Jinli Cao, Yanchun Zhang, Jun Zhang
2024 J jnl
Evolutionary computation for unmanned aerial vehicle path planning: a survey.
Artif. Intell. Rev.
Yi Jiang, Xin-Xin Xu, Min-Yi Zheng, Zhi-Hui Zhan
2024 A conf
Fine-Grain Knowledge Transfer-based Multitask Particle Swarm Optimization with Dual Clustering-based Task Generation for High-Dimensional Feature Selection.
GECCO
Xin-Yu Wang, Qi-Te Yang, Yi Jiang, Kay Chen Tan, Jun Zhang, Zhi-Hui Zhan
2024 — conf
Gene Targeting Particle Swarm Optimization for Large-Scale Optimization Problem.
CAI
Zhi-Fan Tang, Liu-Yue Luo, Xin-Xin Xu, Jian-Yu Li, Jing Xu, Jing-Hui Zhong, Jun Zhang, Zhi-Hui Zhan
2024 J jnl
Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun Zhang
2024 J jnl
Guest Editorial: Special issue on trustworthy machine learning for behavioural and social computing.
CAAI Trans. Intell. Technol.
Zhi-Hui Zhan, Jianxin Li, Xuyun Zhang, Deepak Puthal
2024 J jnl
Learning to Transfer for Evolutionary Multitasking.
CoRR
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
2024 — conf
Matrix-Based Ant Colony Optimization.
GECCO Companion
Xu Li, Min Cao, Jian-Yu Li, Jing Xu, Jun Zhang, Zhi-Hui Zhan
2024 B conf
Matrix-Based Ant Colony System for Traveling Salesman Problem.
SMC
Xu Li, Jian-Yu Li, Chun-Hua Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2024 — conf
Multi-objective Demand Responsive Transit Scheduling in Smart City: A Multiple Populations Ant Colony System Approach.
ICACI
Ke-Jing Du, Jia-Quan Yang, Limin Wang, Xuming Han, Hua Wang, Zhi-Hui Zhan
2024 J jnl
Neural Network-Based Knowledge Transfer for Multitask Optimization.
IEEE Trans. Cybern.
Zhao-Feng Xue, Zi-Jia Wang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2024 J jnl
Niche center identification differential evolution for multimodal optimization problems.
Inf. Sci.
Shao-Min Liang, Zi-Jia Wang, Yi-Biao Huang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2024 B conf
Surrogate-Assisted Flip for Evolutionary High-Dimensional Multiobjective Feature Selection.
CEC
Qi-Te Yang, Liu-Yue Luo, Chun-Hua Chen, Jian-Yu Li, Jing-Hui Zhong, Jun Zhang, Zhi-Hui Zhan
2024 J jnl
Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions.
IEEE Trans. Evol. Comput.
Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2023 J jnl
A Bi-Objective Knowledge Transfer Framework for Evolutionary Many-Task Optimization.
IEEE Trans. Evol. Comput.
Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2023 — conf
A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization.
SSCI
Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2023 — conf
A Multi-Population Genetic Algorithm for Multiobjective Recommendation System.
SSCI
Jun Hong, Lin Shi, Ke-Jing Du, Chun-Hua Chen, Hua Wang, Jun Zhang, Zhi-Hui Zhan
2023 B conf
A Multipopulation Ant Colony System Algorithm for Multiobjective Trip Planning.
SMC
Meng-Meng Sun, Zong-Gan Chen, Yuncheng Jiang, Zhi-Hui Zhan, Jun Zhang
2023 B conf
A Privacy-Preserving Evolutionary Computation Framework for Feature Selection.
WISE
Bing Sun, Jian-Yu Li, Xiao-Fang Liu, Qiang Yang, Zhi-Hui Zhan, Jun Zhang
2023 — conf
A Robust Two-Part Modeling Strategy for Knowledge Graph Enhanced Recommender Systems.
ICACI
Min Gao, Ke-Jing Du, Pei-Yao Zhu, Jian-Yu Li, Hua Wang, Zhi-Hui Zhan
2023 — conf
Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization.
SSCI
Yang-Tao Dai, Xiao-Fang Liu, Zhi-Hui Zhan, Jinghui Zhong, Jun Zhang
2023 J jnl
Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems.
Math. Comput. Simul.
Haibin Ouyang, Jianhong Chen, Steven Li, Jianhua Xiang, Zhi-Hui Zhan
2023 J jnl
An efficient Optimization State-based Coyote Optimization Algorithm and its applications.
Appl. Soft Comput.
Qingke Zhang, Xianglong Bu, Zhi-Hui Zhan, Junqing Li, Huaxiang Zhang
2023 J jnl
Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection.
IEEE Trans. Big Data
Jia-Quan Yang, Qi-Te Yang, Ke-Jing Du, Chun-Hua Chen, Hua Wang, Sang-Woon Jeon, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Community Detection Based on Multiobjective Particle Swarm Optimization and Graph Attention Variational Autoencoder.
IEEE Trans. Big Data
Kun Guo, Zhanhong Chen, Xu Lin, Ling Wu, Zhi-Hui Zhan, Yuzhong Chen, Wenzhong Guo
2023 — conf
Conjugate Surrogate for Expensive Multiobjective Optimization.
SSCI
Qi-Te Yang, Liu-Yue Luo, Xin-Xin Xu, Chun-Hua Chen, Hua Wang, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Distributed Differential Evolution With Adaptive Resource Allocation.
IEEE Trans. Cybern.
Jian-Yu Li, Ke-Jing Du, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2023 — conf
Diversity-driven Multi-population Particle Swarm Optimization for Dynamic Optimization Problem.
GECCO Companion
Pei-Yao Zhu, Sheng-Hao Wu, Ke-Jing Du, Hua Wang, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Dual Differential Grouping: A More General Decomposition Method for Large-Scale Optimization.
IEEE Trans. Cybern.
Jian-Yu Li, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2023 J jnl
Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender System.
IEEE Trans. Knowl. Data Eng.
Min Gao, Jian-Yu Li, Chun-Hua Chen, Yun Li, Jun Zhang, Zhi-Hui Zhan
2023 — conf
Evolutionary Computation for Berth Allocation Problems: A Survey.
ICONIP (3)
Xin-Xin Xu, Yi Jiang, Lei Zhang, Xun Liu, Xiang-Qian Ding, Zhi-Hui Zhan
2023 B conf
Evolutionary Multitasking Bi-Directional Particle Swarm Optimization for High-Dimensional Feature Selection.
CEC
Jia-Quan Yang, Ke-Jing Du, Chun-Hua Chen, Hua Wang, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Fitness and Distance Based Local Search With Adaptive Differential Evolution for Multimodal Optimization Problems.
IEEE Trans. Emerg. Top. Comput. Intell.
Zi-Jia Wang, Zhi-Hui Zhan, Yun Li, Sam Kwong, Sang-Woon Jeon, Jun Zhang
2023 J jnl
Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization.
IEEE Trans. Evol. Comput.
Zi-Jia Wang, Jun-Rong Jian, Zhi-Hui Zhan, Yun Li, Sam Kwong, Jun Zhang
2023 J jnl
Graph-Based Deep Decomposition for Overlapping Large-Scale Optimization Problems.
IEEE Trans. Syst. Man Cybern. Syst.
Xin Zhang, Bo-Wen Ding, Xin-Xin Xu, Jian-Yu Li, Zhi-Hui Zhan, Pengjiang Qian, Wei Fang, Kuei-Kuei Lai, Jun Zhang
2023 J jnl
Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems.
Knowl. Based Syst.
Qingke Zhang, Hao Gao, Zhi-Hui Zhan, Junqing Li, Huaxiang Zhang
2023 J jnl
Hyperparameters optimization of convolutional neural network based on local autonomous competition harmony search algorithm.
J. Comput. Des. Eng.
Dongmei Liu, Haibin Ouyang, Steven Li, Chunliang Zhang, Zhi-Hui Zhan
2023 J jnl
Incremental particle swarm optimization for large-scale dynamic optimization with changing variable interactions.
Appl. Soft Comput.
Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2023 J jnl
Interaction-Based Prediction for Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xiao-Fang Liu, Xin-Xin Xu, Zhi-Hui Zhan, Yongchun Fang, Jun Zhang
2023 J jnl
Learning-Aided Evolution for Optimization.
IEEE Trans. Evol. Comput.
Zhi-Hui Zhan, Jian-Yu Li, Sam Kwong, Jun Zhang
2023 J jnl
Many-Objective Job-Shop Scheduling: A Multiple Populations for Multiple Objectives-Based Genetic Algorithm Approach.
IEEE Trans. Cybern.
Si-Chen Liu, Zong-Gan Chen, Zhi-Hui Zhan, Sang-Woon Jeon, Sam Kwong, Jun Zhang
2023 B conf
Multi-View Transfer with Marginal and Conditional Alignment for Many-Task Optimization.
CEC
Sheng-Hao Wu, Jian-Yu Li, Zhi-Hui Zhan, Jun Zhang
2023 J jnl
Multiple Populations for Multiple Objectives Framework With Bias Sorting for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Qi-Te Yang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2023 B conf
Optimal Peaks Detected-Based Differential Evolution for Multimodal Optimization Problems.
SMC
Si-Jia Jie, Yi Jiang, Xin-Xin Xu, Sam Kwong, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Optimizing Niche Center for Multimodal Optimization Problems.
IEEE Trans. Cybern.
Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2023 J jnl
Orthogonal Transfer for Multitask Optimization.
IEEE Trans. Evol. Comput.
Sheng-Hao Wu, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2023 J jnl
Outlier aware differential evolution for multimodal optimization problems.
Appl. Soft Comput.
Hong Zhao, Zhi-Hui Zhan, Jing Liu
2023 A conf
Region-based Evaluation Particle Swarm Optimization with Dual Solution Libraries for Real-time Traffic Signal Timing Optimization.
GECCO
Chi Zhang, Jian-Yu Li, Chun-Hua Chen, Yun Li, Zhi-Hui Zhan
2023 J jnl
Scale adaptive fitness evaluation-based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning.
CAAI Trans. Intell. Technol.
Ye-Qun Wang, Jian-Yu Li, Chun-Hua Chen, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
2023 J jnl
Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jian-Yu Li, Zhi-Hui Zhan, Jin Xu, Sam Kwong, Jun Zhang
2023 J jnl
Toward explicit control between exploration and exploitation in evolutionary algorithms: A case study of differential evolution.
Inf. Sci.
Zonghui Cai, Xiao Yang, MengChu Zhou, Zhi-Hui Zhan, Shangce Gao
2023 J jnl
Transferable Adaptive Differential Evolution for Many-Task Optimization.
IEEE Trans. Cybern.
Sheng-Hao Wu, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2022 J jnl
A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell.
Li-Jiao Wu, Lin Shi, Zhi-Hui Zhan, Kuei-Kuei Lai, Jun Zhang
2022 J jnl
A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization.
IEEE Trans. Evol. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2022 J jnl
A Multiobjective Framework for Many-Objective Optimization.
IEEE Trans. Cybern.
Si-Chen Liu, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2022 J jnl
A Multipopulation Multiobjective Ant Colony System Considering Travel and Prevention Costs for Vehicle Routing in COVID-19-Like Epidemics.
IEEE Trans. Intell. Transp. Syst.
Jian-Yu Li, Xinyi Deng, Zhi-Hui Zhan, Liang Yu, Kay Chen Tan, Kuei-Kuei Lai, Jun Zhang
2022 B conf
A Novel Hierarchical Discourse Model for Scientific Article and It's Efficient Top-K Resampling-based Text Classification Approach.
SMC
Min Gao, Chun-Hua Chen, Zhi-Han Gao, Wei-long Chen, Yuan Ren, Sam Kwong, Zhi-Hui Zhan
2022 J jnl
A binary individual search strategy-based bi-objective evolutionary algorithm for high-dimensional feature selection.
Inf. Sci.
Tao Li, Zhi-Hui Zhan, Jiucheng Xu, Qiang Yang, Yuan-Yuan Ma
2022 J jnl
A survey on evolutionary computation for complex continuous optimization.
Artif. Intell. Rev.
Zhi-Hui Zhan, Lin Shi, Kay Chen Tan, Jun Zhang
2022 B conf
Adversarial Differential Evolution for Multimodal Optimization Problems.
CEC
Yi Jiang, Chun-Hua Chen, Zhi-Hui Zhan, Yun Li, Jun Zhang
2022 J jnl
An Adaptive Ant Colony System Based on Variable Range Receding Horizon Control for Berth Allocation Problem.
IEEE Trans. Intell. Transp. Syst.
Rong Wang, Fei Ji, Yi Jiang, Sheng-Hao Wu, Sam Kwong, Jun Zhang, Zhi-Hui Zhan
2022 J jnl
Bipartite Cooperative Coevolution for Energy-Aware Coverage Path Planning of UAVs.
IEEE Trans. Artif. Intell.
Xian-Xin Shao, Yue-Jiao Gong, Zhi-Hui Zhan, Jun Zhang
2022 B conf
Can Big Population Always Bring Better Optimization Ability to Evolutionary Computation for Large-Scale Optimization?
SMC
Jun-Rong Jian, Chun-Hua Chen, Dong Liu, Jun Zhang, Zhi-Hui Zhan
2022 J jnl
Compressed-Encoding Particle Swarm Optimization with Fuzzy Learning for Large-Scale Feature Selection.
Symmetry
Jia-Quan Yang, Chun-Hua Chen, Jian-Yu Li, Dong Liu, Tao Li, Zhi-Hui Zhan
2022 J jnl
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning.
Inf. Sci.
Yong-Feng Ge, Zhi-Hui Zhan, Jinli Cao, Hua Wang, Yanchun Zhang, Kuei-Kuei Lai, Jun Zhang
2022 — conf
Dropout topology-assisted bidirectional learning particle swarm optimization for neural architecture search.
GECCO Companion
Ye-Qun Wang, Chun-Hua Chen, Jun Zhang, Zhi-Hui Zhan
2022 J jnl
Evolutionary Computation for Expensive Optimization: A Survey.
Int. J. Autom. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Jun Zhang
2022 J jnl
Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article].
IEEE Comput. Intell. Mag.
Zong-Gan Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2022 J jnl
Evolutionary deep learning: A survey.
Neurocomputing
Zhi-Hui Zhan, Jian-Yu Li, Jun Zhang
2022 J jnl
Matrix-Based Evolutionary Computation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhi-Hui Zhan, Jun Zhang, Ying Lin, Jian-Yu Li, Ting Huang, Xiao-Qi Guo, Feng-Feng Wei, Sam Kwong, Xinyi Zhang, Rui You
2022 J jnl
Memory-Based Ant Colony System Approach for Multi-Source Data Associated Dynamic Electric Vehicle Dispatch Optimization.
IEEE Trans. Intell. Transp. Syst.
Lin Shi, Zhi-Hui Zhan, Di Liang, Jun Zhang
2022 J jnl
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration.
IEEE Trans. Evol. Comput.
Xin Zhang, Zhi-Hui Zhan, Wei Fang, Pengjiang Qian, Jun Zhang
2022 A conf
Progressive sampling surrogate-assisted particle swarm optimization for large-scale expensive optimization.
GECCO
Hong-rui Wang, Chun-Hua Chen, Yun Li, Jun Zhang, Zhi-Hui Zhan
2022 J jnl
Real Environment-Aware Multisource Data-Associated Cold Chain Logistics Scheduling: A Multiple Population-Based Multiobjective Ant Colony System Approach.
IEEE Trans. Intell. Transp. Syst.
Li-Jiao Wu, Zong-Gan Chen, Chun-Hua Chen, Yun Li, Sang-Woon Jeon, Jun Zhang, Zhi-Hui Zhan
2022 J jnl
Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit.
IEEE Trans. Neural Networks Learn. Syst.
Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2022 J jnl
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach.
IEEE Trans. Serv. Comput.
An Song, Wei-Neng Chen, Xiaonan Luo, Zhi-Hui Zhan, Jun Zhang
2022 A conf
Social learning particle swarm optimization with two-surrogate collaboration for offline data-driven multiobjective optimization.
GECCO
Qi-Te Yang, Zhi-Hui Zhan, Yun Li, Jun Zhang
2021 J jnl
A Multi-Objective Ant Colony System Algorithm for Airline Crew Rostering Problem With Fairness and Satisfaction.
IEEE Trans. Intell. Transp. Syst.
Shu-Zi Zhou, Zhi-Hui Zhan, Zong-Gan Chen, Sam Kwong, Jun Zhang
2021 — conf
A New Evolutionary Computation Framework for Privacy-Preserving Optimization.
ICACI
Zhi-Hui Zhan, Sheng-Hao Wu, Jun Zhang
2021 J jnl
Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization.
IEEE Trans. Cybern.
Zi-Jia Wang, Zhi-Hui Zhan, Sam Kwong, Hu Jin, Jun Zhang
2021 — conf
An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints.
SSCI
Xiao-Fang Liu, Bo-Cheng Lin, Zhi-Hui Zhan, Sang-Woon Jeon, Jun Zhang
2021 — conf
Compressed-Coding Particle Swarm Optimization for Large-Scale Feature Selection.
ChineseCSCW (1)
Jia-Quan Yang, Zhi-Hui Zhan, Tao Li
2021 J jnl
Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates.
IEEE Trans. Cybern.
Jian-Yu Li, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2021 J jnl
Distributed Memetic Algorithm for Outsourced Database Fragmentation.
IEEE Trans. Cybern.
Yong-Feng Ge, Wei-Jie Yu, Jinli Cao, Hua Wang, Zhi-Hui Zhan, Yanchun Zhang, Jun Zhang
2021 — conf
Efficient High-utility Itemset Mining Based on a Novel Data Structure.
ISC2
Wei Shen, Chao Zhang, Wei Fang, Xin Zhang, Zhi-Hui Zhan, Jerry Chun-Wei Lin
2021 J jnl
Efficient Hyperparameter Optimization for Convolution Neural Networks in Deep Learning: A Distributed Particle Swarm Optimization Approach.
Cybern. Syst.
Yu Guo, Jian-Yu Li, Zhi-Hui Zhan
2021 J jnl
Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization.
IEEE Trans. Cybern.
Jian-Yu Li, Zhi-Hui Zhan, Run-Dong Liu, Chuan Wang, Sam Kwong, Jun Zhang
2021 B conf
Historical Information-based Differential Evolution for Dynamic Optimization Problem.
CEC
Sheng-Hao Wu, Ke-Jing Du, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2021 — conf
Investigation and Improvement of Distributed Differential Evolution Algorithm Cloudde.
ICACI
Liu-Yue Luo, Lin Shi, Zhi-Hui Zhan
2021 B conf
Knowledge Embedding-Assisted Multi-Exemplar Learning Particle Swarm Optimization for Traffic Signal Timing Optimization.
CEC
Zhuang-Jie Deng, Liu-Yue Luo, Zhi-Hui Zhan, Jun Zhang
2021 — conf
Marine Predators Algorithm with Stage-Based Repairment for the Green Supply Network Design.
ChineseCSCW (1)
Zhaobin Ma, Bowen Ding, Xin Zhang, Pengjiang Qian, Zhi-Hui Zhan
2021 J jnl
Maximizing Lifetime of Range-Adjustable Wireless Sensor Networks: A Neighborhood-Based Estimation of Distribution Algorithm.
IEEE Trans. Cybern.
Zong-Gan Chen, Ying Lin, Yue-Jiao Gong, Zhi-Hui Zhan, Jun Zhang
2021 B conf
Multi-Exemplar Learning Particle Swarm Optimization for Regional Traffic Signal Timing Optimization with Multi-Intersections.
SMC
Zhuang-Jie Deng, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2021 — conf
Multi-criteria differential evolution: treating multitask optimization as multi-criteria optimization.
GECCO Companion
Jian-Yu Li, Ke-Jing Du, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2021 — conf
Multi-loop Adaptive Differential Evolution for Large-Scale Expensive Optimization.
ChineseCSCW (1)
Hong-rui Wang, Yi Jiang, Zhi-Hui Zhan, Jinghui Zhong
2021 C conf
Multi-objective Emergency Resource Dispatch Based on Coevolutionary Multiswarm Particle Swarm Optimization.
EMO
Si-Chen Liu, Chunhua Chen, Zhi-Hui Zhan, Jun Zhang
2021 J jnl
Multiple populations co-evolutionary particle swarm optimization for multi-objective cardinality constrained portfolio optimization problem.
Neurocomputing
Hong Zhao, Zong-Gan Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2021 B conf
Real Traffic Distance-Aware Logistics Scheduling.
SMC
Li-Jiao Wu, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2021 J jnl
Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization.
IEEE Trans. Evol. Comput.
Jun-Rong Jian, Zong-Gan Chen, Zhi-Hui Zhan, Jun Zhang
2021 J jnl
SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems.
IEEE Trans. Evol. Comput.
Sheng-Hao Wu, Zhi-Hui Zhan, Jun Zhang
2021 — conf
Spatial-Temporal Graph Neural Network Framework with Multi-source Local and Global Information Fusion for Traffic Flow Forecasting.
ChineseCSCW (1)
Yuexin Li, Jian-Yu Li, Zi-jia Wang, Zhi-Hui Zhan
2020 J jnl
A Fast Efficient Local Search-Based Algorithm for Multi-Objective Supply Chain Configuration Problem.
IEEE Access
Xin Zhang, Zhi-Hui Zhan, Jun Zhang
2020 J jnl
A Multi-Angle Hierarchical Differential Evolution Approach for Multimodal Optimization Problems.
IEEE Access
Zhao Hong, Zong-Gan Chen, Dong Liu, Zhi-Hui Zhan, Jun Zhang
2020 B conf
A New and Efficient Genetic Algorithm with Promotion Selection Operator.
SMC
Jun-Chuan Chen, Min Cao, Zhi-Hui Zhan, Dong Liu, Jun Zhang
2020 J jnl
Adaptive Distributed Differential Evolution.
IEEE Trans. Cybern.
Zhi-Hui Zhan, Zi-Jia Wang, Hu Jin, Jun Zhang
2020 B conf
Adaptive Guidance-based Differential Evolution with Iterative Feedback Archive Strategy for Multimodal optimization Problems.
CEC
Hong Zhao, Zhi-Hui Zhan, Jun Zhang
2020 B conf
Adaptive Population Differential Evolution with Dual Control Strategy for Large-Scale Global optimization Problems.
CEC
Xin Zhang, Zhi-Hui Zhan, Jun Zhang
2020 J jnl
An Efficient Ant Colony System Approach for New Energy Vehicle Dispatch Problem.
IEEE Trans. Intell. Transp. Syst.
Di Liang, Zhi-Hui Zhan, Yanchun Zhang, Jun Zhang
2020 J jnl
An expanded particle swarm optimization based on multi-exemplar and forgetting ability.
Inf. Sci.
Xuewen Xia, Ling Gui, Guoliang He, Bo Wei, Yinglong Zhang, Fei Yu, Hongrun Wu, Zhi-Hui Zhan
2020 J jnl
Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems.
IEEE Trans. Evol. Comput.
Zi-Jia Wang, Zhi-Hui Zhan, Ying Lin, Wei-Jie Yu, Hua Wang, Sam Kwong, Jun Zhang
2020 J jnl
Automatic Planning of Multiple Itineraries: A Niching Genetic Evolution Approach.
IEEE Trans. Intell. Transp. Syst.
Ting Huang, Yue-Jiao Gong, Yu-Hui Zhang, Zhi-Hui Zhan, Jun Zhang
2020 J jnl
Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation.
IEEE Trans. Evol. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Chuan Wang, Hu Jin, Jun Zhang
2020 J jnl
Cooperative Coevolutionary Bare-Bones Particle Swarm Optimization With Function Independent Decomposition for Large-Scale Supply Chain Network Design With Uncertainties.
IEEE Trans. Cybern.
Xin Zhang, Ke-Jing Du, Zhi-Hui Zhan, Sam Kwong, Tianlong Gu, Jun Zhang
2020 J jnl
Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems.
IEEE Trans. Evol. Comput.
Zong-Gan Chen, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2020 J jnl
Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling.
IEEE Trans. Cybern.
Zi-Jia Wang, Zhi-Hui Zhan, Wei-Jie Yu, Ying Lin, Jie Zhang, Tianlong Gu, Jun Zhang
2020 J jnl
Large-scale evolutionary optimization: a survey and experimental comparative study.
Int. J. Mach. Learn. Cybern.
Jun-Rong Jian, Zhi-Hui Zhan, Jun Zhang
2020 J jnl
Local Binary Pattern-Based Adaptive Differential Evolution for Multimodal Optimization Problems.
IEEE Trans. Cybern.
Hong Zhao, Zhi-Hui Zhan, Ying Lin, Xiaofeng Chen, Xiaonan Luo, Jie Zhang, Sam Kwong, Jun Zhang
2020 — conf
Multiobjective direction driven local search for constrained supply chain configuration problem.
GECCO Companion
Xin Zhang, Zhi-Hui Zhan, Jun Zhang
2020 J jnl
Neural Network-Based Information Transfer for Dynamic Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Xiao-Fang Liu, Zhi-Hui Zhan, Tianlong Gu, Sam Kwong, Zhenyu Lu, Henry Been-Lirn Duh, Jun Zhang
2020 B conf
Particle Swarm Optimization with Hybrid Ring Topology for Multimodal Optimization Problems.
SMC
Zong-Gan Chen, Zhi-Hui Zhan, Dong Liu, Sam Kwong, Jun Zhang
2020 J jnl
Triple Archives Particle Swarm Optimization.
IEEE Trans. Cybern.
Xuewen Xia, Ling Gui, Fei Yu, Hongrun Wu, Bo Wei, Yinglong Zhang, Zhi-Hui Zhan
2020 J jnl
Walrasian Equilibrium-Based Multiobjective Optimization for Task Allocation in Mobile Crowdsourcing.
IEEE Trans. Comput. Soc. Syst.
Yingjie Wang, Zhipeng Cai, Zhi-Hui Zhan, Bingxu Zhao, Xiangrong Tong, Lianyong Qi
2019 J jnl
A Discrete Multiobjective Particle Swarm Optimizer for Automated Assembly of Parallel Cognitive Diagnosis Tests.
IEEE Trans. Cybern.
Ying Lin, Ye-shi Jiang, Yue-Jiao Gong, Zhi-Hui Zhan, Jun Zhang
2019 J jnl
A Distributed Multiple Populations Framework for Evolutionary Algorithm in Solving Dynamic Optimization Problems.
IEEE Access
Xiong-Wen Luo, Zi-Jia Wang, Ren-Chu Guan, Zhi-Hui Zhan, Ying Gao
2019 — conf
A New Learning Scheme of Emotion Recognition From Speech by Using Mean Fourier Parameters.
ICACI
Xingyu Chen, Li-Jiao Wu, Aihua Mao, Zhi-Hui Zhan
2019 A conf
A benefit-driven genetic algorithm for balancing privacy and utility in database fragmentation.
GECCO
Yong-Feng Ge, Jinli Cao, Hua Wang, Jiao Yin, Wei-Jie Yu, Zhi-Hui Zhan, Jun Zhang
2019 — conf
An Improved Selection Operator for Multi-objective Optimization.
ISNN (1)
Hong Zhao, Zhi-Hui Zhan, Wei-Neng Chen, Xiaonan Luo, Tianlong Gu, Ren-Chu Guan, Lan Huang, Jun Zhang
2019 J jnl
An Optimization and Auction-Based Incentive Mechanism to Maximize Social Welfare for Mobile Crowdsourcing.
IEEE Trans. Comput. Soc. Syst.
Yingjie Wang, Zhipeng Cai, Zhi-Hui Zhan, Yue-Jiao Gong, Xiangrong Tong
2019 J jnl
Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Xiao Fang Liu, Zhi-Hui Zhan, Ying Gao, Jie Zhang, Sam Kwong, Jun Zhang
2019 J jnl
Deep Residual Convolutional Neural Network for Protein-Protein Interaction Extraction.
IEEE Access
Hao Zhang, Renchu Guan, Fengfeng Zhou, Yanchun Liang, Zhi-Hui Zhan, Lan Huang, Xiaoyue Feng
2019 J jnl
Distributed minimum spanning tree differential evolution for multimodal optimization problems.
Soft Comput.
Zi-Jia Wang, Zhi-Hui Zhan, Jun Zhang
2019 J jnl
Historical and Heuristic-Based Adaptive Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Zhi-Hui Zhan, Ying Lin, Wei-Neng Chen, Yue-Jiao Gong, Tianlong Gu, Huaqiang Yuan, Jun Zhang
2019 J jnl
Intelligent Path Planning for AUVs in Dynamic Environments: An EDA-Based Learning Fixed Height Histogram Approach.
IEEE Access
Run-Dong Liu, Zong-Gan Chen, Zi-Jia Wang, Zhi-Hui Zhan
2019 B conf
Multi-runway Aircraft Arrival Scheduling: A Receding Horizon Control Based Ant Colony System Approach.
CEC
Li-Jiao Wu, Zhi-Hui Zhan, Xiao-Min Hu, Ping Guo, Yanchun Zhang, Jun Zhang
2019 J jnl
Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach.
IEEE Trans. Cybern.
Zong-Gan Chen, Zhi-Hui Zhan, Ying Lin, Yue-Jiao Gong, Tianlong Gu, Feng Zhao, Huaqiang Yuan, Xiaofeng Chen, Qing Li, Jun Zhang
2019 J jnl
Particle swarm optimization based on dimensional learning strategy.
Swarm Evol. Comput.
Guiping Xu, Quanlong Cui, Xiaohu Shi, Hongwei Ge, Zhi-Hui Zhan, Heow Pueh Lee, Yanchun Liang, Ran Tai, Chunguo Wu
2018 J jnl
A multi-swarm particle swarm optimization algorithm based on dynamical topology and purposeful detecting.
Appl. Soft Comput.
Xuewen Xia, Ling Gui, Zhi-Hui Zhan
2018 — conf
An Adaptive Ant Colony System for Public Bicycle Scheduling Problem.
ICONIP (2)
Di Liang, Zhi-Hui Zhan, Jun Zhang
2018 J jnl
An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing.
IEEE Trans. Evol. Comput.
Xiao Fang Liu, Zhi-Hui Zhan, Jeremiah D. Deng, Yun Li, Tianlong Gu, Jun Zhang
2018 J jnl
Artificial bee colony algorithm with an adaptive greedy position update strategy.
Soft Comput.
Wei-Jie Yu, Zhi-Hui Zhan, Jun Zhang
2018 B conf
Competition-Based Distributed Differential Evolution.
CEC
Yong-Feng Ge, Wei-Jie Yu, Zhi-Hui Zhan, Jun Zhang
2018 B conf
Competitive Swarm Optimizer with Dynamic Grouping for Large Scale Optimization.
CEC
Tao Ling, Zhi-Hui Zhan, Yong-Xing Wang, Zi-Jia Wang, Wei-Jie Yu, Jun Zhang
2018 J jnl
Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization.
IEEE Trans. Cybern.
Yong-Feng Ge, Wei-Jie Yu, Ying Lin, Yue-Jiao Gong, Zhi-Hui Zhan, Wei-Neng Chen, Jun Zhang
2018 J jnl
Dual-Strategy Differential Evolution With Affinity Propagation Clustering for Multimodal Optimization Problems.
IEEE Trans. Evol. Comput.
Zi-Jia Wang, Zhi-Hui Zhan, Ying Lin, Wei-Jie Yu, Huaqiang Yuan, Tianlong Gu, Sam Kwong, Jun Zhang
2018 C conf
Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning.
ISNN
Run-Dong Liu, Zhi-Hui Zhan, Wei-Neng Chen, Zhiwen Yu, Jun Zhang
2018 J jnl
Neural Network for Change Direction Prediction in Dynamic Optimization.
IEEE Access
Xiao Fang Liu, Zhi-Hui Zhan, Jun Zhang
2018 J jnl
Secure data uploading scheme for a smart home system.
Inf. Sci.
Jian Shen, Chen Wang, Tong Li, Xiaofeng Chen, Xinyi Huang, Zhi-Hui Zhan
2018 — conf
Towards Efficient Verifiable Conjunctive Keyword Search for Large Encrypted Database.
ESORICS (2)
Jianfeng Wang, Xiaofeng Chen, Shifeng Sun, Joseph K. Liu, Man Ho Au, Zhi-Hui Zhan
2017 B conf
An ant colony system based virtual network embedding algorithm.
SMC
Jiabin Wang, Wei-Neng Chen, Hao Cong, Zhi-Hui Zhan, Jun Zhang
2017 J jnl
Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version.
IEEE Trans. Parallel Distributed Syst.
Zhi-Hui Zhan, Xiao Fang Liu, Huaxiang Zhang, Zhengtao Yu, Jian Weng, Yun Li, Tianlong Gu, Jun Zhang
2017 — conf
Distributed co-evolutionary particle swarm optimization using adaptive migration strategy.
SSCI
Lin Shi, Zhi-Hui Zhan, Huaqiang Yuan, Jing-Jing Li, Jun Zhang
2017 — conf
Experimental Study of Distributed Differential Evolution Based on Different Platforms.
BIC-TA
Lin Shi, Zhi-Hui Zhan, Zi-Jia Wang, Jun Zhang
2017 — conf
Indicator-based multi-objective genetic programming for workflow scheduling problem.
GECCO (Companion)
Qin-zhe Xiao, Jinghui Zhong, Wen-Neng Chen, Zhi-Hui Zhan, Jun Zhang
2017 B conf
Link mapping-oriented ant colony system for virtual network embedding.
CEC
Hong-Kun Zheng, Jing-Jing Li, Yue-Jiao Gong, Wei-Neng Chen, Zhiwen Yu, Zhi-Hui Zhan, Ying Lin
2017 — conf
Load balance aware distributed differential evolution for computationally expensive optimization problems.
GECCO (Companion)
Ning Ma, Xiao Fang Liu, Zhi-Hui Zhan, Jing-Hui Zhong, Jun Zhang
2017 — conf
Niching community based differential evolution for multimodal optimization problems.
SSCI
Ting Huang, Zhi-Hui Zhan, Xingdong Jia, Huaqiang Yuan, Jing-qing Jiang, Jun Zhang
2017 B conf
Sort subspace clustering ensemble framework based on the latent model.
SMC
Jieyan Chen, Farrikh Alzami, Zhiwen Yu, Zhi-Hui Zhan, Qinmin Yang
2016 J jnl
A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Qiuzhen Lin, Jianyong Chen, Zhi-Hui Zhan, Wei-Neng Chen, Carlos A. Coello Coello, Yilong Yin, Chih-Min Lin, Jun Zhang
2016 J jnl
A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Yuan-Long Li, Yuren Zhou, Zhi-Hui Zhan, Jun Zhang
2016 B conf
Adaptive radius species based particle swarm optimization for multimodal optimization problems.
CEC
Zhi-Hui Zhan, Zi-Jia Wang, Ying Lin, Jun Zhang
2016 J jnl
Fast Micro-Differential Evolution for Topological Active Net Optimization.
IEEE Trans. Cybern.
Yuan-Long Li, Zhi-Hui Zhan, Yue-Jiao Gong, Jun Zhang, Yun Li, Qing Li
2016 J jnl
Kuhn-Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks.
IEEE Trans. Evol. Comput.
Xinyuan Zhang, Jun Zhang, Yue-Jiao Gong, Zhi-Hui Zhan, Wei-Neng Chen, Yun Li
2016 B conf
Orthogonal learning particle swarm optimization with variable relocation for dynamic optimization.
CEC
Zi-Jia Wang, Zhi-Hui Zhan, Ke-Jing Du, Zhiwen Yu, Jun Zhang
2016 — conf
Parallel Differential Evolution Based on Distributed Cloud Computing Resources for Power Electronic Circuit Optimization.
GECCO (Companion)
Xiao Fang Liu, Zhi-Hui Zhan, Jun-Hao Lin, Jun Zhang
2016 — conf
Parallel multi-strategy evolutionary algorithm using massage passing interface for many-objective optimization.
SSCI
Zi-Jia Wang, Zhi-Hui Zhan, Jun Zhang
2016 J jnl
Topology selection for particle swarm optimization.
Inf. Sci.
Qunfeng Liu, Wenhong Wei, Huaqiang Yuan, Zhi-Hui Zhan, Yun Li
2016 C conf
When Neural Network Computation Meets Evolutionary Computation: A Survey.
ISNN
Zong-Gan Chen, Zhi-Hui Zhan, Wen Shi, Wei-Neng Chen, Jun Zhang
2015 — conf
A Parallel Implementation of Multiobjective Particle Swarm Optimization Algorithm Based on Decomposition.
SSCI
Jin-Zhou Li, Wei-Neng Chen, Jun Zhang, Zhi-Hui Zhan
2015 J jnl
An Evolutionary Algorithm with Double-Level Archives for Multiobjective Optimization.
IEEE Trans. Cybern.
Ni Chen, Wei-Neng Chen, Yue-Jiao Gong, Zhi-Hui Zhan, Jun Zhang, Yun Li, Yusong Tan
2015 — conf
An Improved Method for Comprehensive Learning Particle Swarm Optimization.
SSCI
Zi-Jia Wang, Zhi-Hui Zhan, Jun Zhang
2015 J jnl
Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches.
ACM Comput. Surv.
Zhi-Hui Zhan, Xiao Fang Liu, Yue-Jiao Gong, Jun Zhang, Henry Shu-Hung Chung, Yun Li
2015 B conf
Comparisons study of APSO OLPSO and CLPSO on CEC2005 and CEC2014 test suits.
CEC
Yan-Fei Li, Zhi-Hui Zhan, Ying Lin, Jun Zhang
2015 J jnl
Competitive and cooperative particle swarm optimization with information sharing mechanism for global optimization problems.
Inf. Sci.
Yuhua Li, Zhi-Hui Zhan, Shujin Lin, Jun Zhang, Xiaonan Luo
2015 — conf
Deadline Constrained Cloud Computing Resources Scheduling through an Ant Colony System Approach.
ICCCRI
Zong-Gan Chen, Zhi-Hui Zhan, Hai-Hao Li, Ke-Jing Du, Jing-Hui Zhong, Yong Wee Foo, Yun Li, Jun Zhang
2015 B conf
Deadline constrained cloud computing resources scheduling for cost optimization based on dynamic objective genetic algorithm.
CEC
Zong-Gan Chen, Ke-Jing Du, Zhi-Hui Zhan, Jun Zhang
2015 A conf
Dichotomy Guided Based Parameter Adaptation for Differential Evolution.
GECCO
Xiao Fang Liu, Zhi-Hui Zhan, Jun Zhang
2015 J jnl
Differential Evolution with an Evolution Path: A DEEP Evolutionary Algorithm.
IEEE Trans. Cybern.
Yuan-Long Li, Zhi-Hui Zhan, Yue-Jiao Gong, Wei-Neng Chen, Jun Zhang, Yun Li
2015 — conf
Differential evolution for power electronic circuit optimization.
TAAI
Zhi-Hui Zhan, Jun Zhang
2015 J jnl
Distributed evolutionary algorithms and their models: A survey of the state-of-the-art.
Appl. Soft Comput.
Yue-Jiao Gong, Wei-Neng Chen, Zhi-Hui Zhan, Jun Zhang, Yun Li, Qingfu Zhang, Jing-Jing Li
2015 — conf
Evolutionary Neural Network Based Energy Consumption Forecast for Cloud Computing.
ICCCRI
Yong Wee Foo, Cindy Goh, Hong Chee Lim, Zhi-Hui Zhan, Yun Li
2015 — conf
Industry 4.0 with cyber-physical integration: A design and manufacture perspective.
ICAC
Alfredo Alan Flores Saldivar, Yun Li, Wei-Neng Chen, Zhi-Hui Zhan, Jun Zhang, Leo Yi Chen
2015 — conf
Renumber Coevolutionary Multiswarm Particle Swarm Optimization for Multi-objective Workflow Scheduling on Cloud Computing Environment.
GECCO (Companion)
Hai-Hao Li, Zong-Gan Chen, Zhi-Hui Zhan, Ke-Jing Du, Jun Zhang
2015 B conf
Renumber strategy enhanced particle swarm optimization for cloud computing resource scheduling.
CEC
Hai-Hao Li, Yu-Wen Fu, Zhi-Hui Zhan, Jing-Jing Li
2014 — conf
A generic archive technique for enhancing the niching performance of evolutionary computation.
SIS
Yu-Hui Zhang, Yue-Jiao Gong, Wei-Neng Chen, Zhi-Hui Zhan, Jun Zhang
2014 B conf
Adaptive particle swarm optimization with variable relocation for dynamic optimization problems.
IEEE Congress on Evolutionary Computation
Zhi-Hui Zhan, Jing-Jing Li, Jun Zhang
2014 J jnl
Bi-Velocity Discrete Particle Swarm Optimization and Its Application to Multicast Routing Problem in Communication Networks.
IEEE Trans. Ind. Electron.
Meie Shen, Zhi-Hui Zhan, Wei-Neng Chen, Yue-Jiao Gong, Jun Zhang, Yun Li
2014 J jnl
Differential Evolution With Two-Level Parameter Adaptation.
IEEE Trans. Cybern.
Wei-Jie Yu, Meie Shen, Wei-Neng Chen, Zhi-Hui Zhan, Yue-Jiao Gong, Ying Lin, Ou Liu, Jun Zhang
2014 A conf
Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach.
GECCO
Xiao Fang Liu, Zhi-Hui Zhan, Ke-Jing Du, Wei-Neng Chen
2014 — conf
Load Balance Aware Genetic Algorithm for Task Scheduling in Cloud Computing.
SEAL
Zhi-Hui Zhan, Ge-Yi Zhang, Ying Lin, Yue-Jiao Gong, Jun Zhang
2014 — conf
Normalization group brain storm optimization for power electronic circuit optimization.
GECCO (Companion)
Guang-Wei Zhang, Zhi-Hui Zhan, Ke-Jing Du, Wei-Neng Chen
2014 J jnl
Optimizing Power Electronic Circuit Design with Uniform Search Range: An Orthogonal Learning Particle Swarm Optimization Approach with Predictive Solution Strategy.
Int. J. Swarm Intell. Res.
Ying Lin, Zhi-Hui Zhan, Jun Zhang
2014 Misc conf
Pseudo multi-population differential evolution for multimodal optimization.
ICNC
Hao-Feng Li, Yue-Jiao Gong, Zhi-Hui Zhan, Wei-Neng Chen, Jun Zhang
2014 — conf
Tournament Selection Based Artificial Bee Colony Algorithm with Elitist Strategy.
TAAI
Meng-Dan Zhang, Zhi-Hui Zhan, Jing-Jing Li, Jun Zhang
2013 B conf
A Set-Based Discrete Differential Evolution Algorithm.
SMC
Yu Liu, Wei-Neng Chen, Zhi-Hui Zhan, Ying Lin, Yue-Jiao Gong, Jun Zhang
2013 B conf
An Ant Colony Optimization Approach for Nurse Rostering Problem.
SMC
Jie-Jun Wu, Ying Lin, Zhi-Hui Zhan, Wei-Neng Chen, Ying-Biao Lin, Jianyong Chen
2013 — conf
Differential evolution enhanced with evolution path vector.
GECCO (Companion)
Yuan-Long Li, Zhi-Hui Zhan, Jun Zhang
2013 — conf
Multiobjective genetic algorithm for demand side management of smart grid.
CISched
Xiaomin Hu, Zhi-Hui Zhan, Ying Lin, Yue-Jiao Gong, Wei-Jie Yu, Yao-Xiu Hu, Jun Zhang
2013 J jnl
Multiple Populations for Multiple Objectives: A Coevolutionary Technique for Solving Multiobjective Optimization Problems.
IEEE Trans. Cybern.
Zhi-Hui Zhan, Jingjing Li, Jiannong Cao, Jun Zhang, Henry Shu-Hung Chung, Yuhui Shi
2013 — conf
Parameter investigation in brain storm optimization.
SIS
Zhi-Hui Zhan, Wei-Neng Chen, Ying Lin, Yue-Jiao Gong, Yuan-Long Li, Jun Zhang
2013 J jnl
Particle Swarm Optimization With an Aging Leader and Challengers.
IEEE Trans. Evol. Comput.
Wei-Neng Chen, Jun Zhang, Ying Lin, Ni Chen, Zhi-Hui Zhan, Henry Shu-Hung Chung, Yun Li, Yu-hui Shi
2012 B conf
A modified brain storm optimization.
IEEE Congress on Evolutionary Computation
Zhi-Hui Zhan, Jun Zhang, Yu-hui Shi, Hai-Lin
2012 J jnl
An Efficient Resource Allocation Scheme Using Particle Swarm Optimization.
IEEE Trans. Evol. Comput.
Yue-Jiao Gong, Jun Zhang, Henry Shu-Hung Chung, Wei-Neng Chen, Zhi-Hui Zhan, Yun Li, Yu-hui Shi
2012 — conf
Enhance differential evolution with random walk.
GECCO (Companion)
Zhi-Hui Zhan, Jun Zhang
2012 — conf
Extended Binary Particle Swarm Optimization Approach for Disjoint Set Covers Problem in Wireless Sensor Networks.
TAAI
Zhi-Hui Zhan, Jun Zhang, Ke-Jing Du, Jing Xiao
2012 J jnl
Optimizing RFID Network Planning by Using a Particle Swarm Optimization Algorithm With Redundant Reader Elimination.
IEEE Trans. Ind. Informatics
Yue-Jiao Gong, Meie Shen, Jun Zhang, Okyay Kaynak, Wei-Neng Chen, Zhi-Hui Zhan
2011 — conf
Co-evolutionary differential evolution with dynamic population size and adaptive migration strategy.
GECCO (Companion)
Zhi-Hui Zhan, Jun Zhang
2011 J jnl
Evolutionary Computation Meets Machine Learning: A Survey.
IEEE Comput. Intell. Mag.
Jun Zhang, Zhi-Hui Zhan, Ying Lin, Ni Chen, Yue-Jiao Gong, Jing-Hui Zhong, Henry Shu-Hung Chung, Yun Li, Yu-hui Shi
2011 J jnl
Orthogonal Learning Particle Swarm Optimization.
IEEE Trans. Evol. Comput.
Zhi-Hui Zhan, Jun Zhang, Yun Li, Yu-hui Shi
2011 B conf
Orthogonal learning particle swarm optimization for power electronic circuit optimization with free search range.
IEEE Congress on Evolutionary Computation
Zhi-Hui Zhan, Jun Zhang
2010 B conf
A genetic algorithm for the optimization of admission scheduling strategy in hospitals.
IEEE Congress on Evolutionary Computation
Ni Chen, Zhi-Hui Zhan, Jun Zhang, Ou Liu, Hai-Lin
2010 J jnl
An Efficient Ant Colony System Based on Receding Horizon Control for the Aircraft Arrival Sequencing and Scheduling Problem.
IEEE Trans. Intell. Transp. Syst.
Zhi-Hui Zhan, Jun Zhang, Yun Li, Ou Liu, S. K. Kwok, W. H. Ip, Okyay Kaynak
2010 A conf
An parallel particle swarm optimization approach for multiobjective optimization problems.
GECCO
Zhi-Hui Zhan, Jun Zhang
2010 — conf
Experimental study on PSO diversity.
IWACI
Zhi-Hui Zhan, Jun Zhang, Yu-hui Shi
2010 A conf
Self-adaptive differential evolution based on PSO learning strategy.
GECCO
Zhi-Hui Zhan, Jun Zhang
2010 — conf
Solving the Optimal Coverage Problem in Wireless Sensor Networks Using Evolutionary Computation Algorithms.
SEAL
Zhi-Hui Zhan, Jun Zhang, Zhun Fan
2009 J jnl
Adaptive Particle Swarm Optimization.
IEEE Trans. Syst. Man Cybern. Part B
Zhi-Hui Zhan, Jun Zhang, Yun Li, Henry Shu-Hung Chung
2009 A conf
Ant colony system based on receding horizon control for aircraft arrival sequencing and scheduling.
GECCO
Zhi-Hui Zhan, Jun Zhang, Yue-Jiao Gong
2009 — conf
Discrete Particle Swarm Optimization for Multiple Destination Routing Problems.
EvoWorkshops
Zhi-Hui Zhan, Jun Zhang
2009 A conf
Orthogonal learning particle swarm optimization.
GECCO
Zhi-Hui Zhan, Jun Zhang, Ou Liu
2009 C conf
Parallel Particle Swarm Optimization with Adaptive Asynchronous Migration Strategy.
ICA3PP
Zhi-Hui Zhan, Jun Zhang
2009 A conf
Particle swarm optimization with information share mechanism.
GECCO
Zhi-Hui Zhan, Jun Zhang, Rui-zhang Huang
2009 B conf
Solving the flight frequency programming problem with particle swarm optimization.
IEEE Congress on Evolutionary Computation
Zhi-Hui Zhan, Xin-ling Feng, Yue-Jiao Gong, Jun Zhang
2008 — conf
Adaptive Particle Swarm Optimization.
ANTS Conference
Zhi-Hui Zhan, Jun Zhang
2008 — conf
Power Electronic Circuits Design: A Particle Swarm Optimization Approach.
SEAL
Jun Zhang, Yuan Shi, Zhi-Hui Zhan
2007 B conf
Adaptive control of acceleration coefficients for particle swarm optimization based on clustering analysis.
IEEE Congress on Evolutionary Computation
Zhi-Hui Zhan, Jing Xiao, Jun Zhang, Wei-Neng Chen