Adaptive control of acceleration coefficients for particle swarm optimization based on clustering analysis. - Zhi-hui Zhan; Jing Xiao 005; Jun Zhang 003; Wei-neng Chen (IEEE Congress on Evolutionary Computation, 2007)

Adaptive Particle Swarm Optimization. - Zhi-hui Zhan; Jun Zhang 003 (ANTS Conference, 2008)

Power Electronic Circuits Design: A Particle Swarm Optimization Approach. - Jun Zhang 003; Yuan Shi; Zhi-hui Zhan (SEAL, 2008)

Solving the flight frequency programming problem with particle swarm optimization. - Zhi-hui Zhan; Xin-ling Feng; Yue-jiao Gong; Jun Zhang 003 (IEEE Congress on Evolutionary Computation, 2009)

Discrete Particle Swarm Optimization for Multiple Destination Routing Problems. - Zhi-hui Zhan; Jun Zhang 003 (EvoWorkshops, 2009)

Ant colony system based on receding horizon control for aircraft arrival sequencing and scheduling. - Zhi-hui Zhan; Jun Zhang 003; Yue-jiao Gong (GECCO, 2009)

Particle swarm optimization with information share mechanism. - Zhi-hui Zhan; Jun Zhang 003; Rui-zhang Huang (GECCO, 2009)

Orthogonal learning particle swarm optimization. - Zhi-hui Zhan; Jun Zhang 003; Ou Liu (GECCO, 2009)

Parallel Particle Swarm Optimization with Adaptive Asynchronous Migration Strategy. - Zhi-hui Zhan; Jun Zhang 003 (ICA3PP, 2009)

Adaptive Particle Swarm Optimization. - Zhi-hui Zhan; Jun Zhang 003; Yun Li 002; Henry Shu-Hung Chung (IEEE Trans. Syst. Man Cybern. Part B, 2009)

A genetic algorithm for the optimization of admission scheduling strategy in hospitals. - Ni Chen; Zhi-hui Zhan; Jun Zhang 003; Ou Liu; Hai-Lin (IEEE Congress on Evolutionary Computation, 2010)

Self-adaptive differential evolution based on PSO learning strategy. - Zhi-hui Zhan; Jun Zhang 003 (GECCO, 2010)

An parallel particle swarm optimization approach for multiobjective optimization problems. - Zhi-hui Zhan; Jun Zhang 003 (GECCO, 2010)

Experimental study on PSO diversity. - Zhi-hui Zhan; Jun Zhang 003; Yu-hui Shi (IWACI, 2010)

Solving the Optimal Coverage Problem in Wireless Sensor Networks Using Evolutionary Computation Algorithms. - Zhi-hui Zhan; Jun Zhang 003; Zhun Fan (SEAL, 2010)

An Efficient Ant Colony System Based on Receding Horizon Control for the Aircraft Arrival Sequencing and Scheduling Problem. - Zhi-hui Zhan; Jun Zhang 003; Yun Li 002; Ou Liu; S. K. Kwok; W. H. Ip; Okyay Kaynak (IEEE Trans. Intell. Transp. Syst., 2010)

Orthogonal learning particle swarm optimization for power electronic circuit optimization with free search range. - Zhi-hui Zhan; Jun Zhang 003 (IEEE Congress on Evolutionary Computation, 2011)

Co-evolutionary differential evolution with dynamic population size and adaptive migration strategy. - Zhi-hui Zhan; Jun Zhang 003 (GECCO (Companion), 2011)

Evolutionary Computation Meets Machine Learning: A Survey. - Jun Zhang 003; Zhi-hui Zhan; Ying Lin 001; Ni Chen; Yue-jiao Gong; Jing-Hui Zhong; Henry Shu-Hung Chung; Yun Li 002; Yu-hui Shi (IEEE Comput. Intell. Mag., 2011)

Orthogonal Learning Particle Swarm Optimization. - Zhi-hui Zhan; Jun Zhang 003; Yun Li 002; Yu-hui Shi (IEEE Trans. Evol. Comput., 2011)

A modified brain storm optimization. - Zhi-hui Zhan; Jun Zhang 003; Yu-hui Shi; Hai-Lin (IEEE Congress on Evolutionary Computation, 2012)

Enhance differential evolution with random walk. - Zhi-hui Zhan; Jun Zhang 003 (GECCO (Companion), 2012)

Extended Binary Particle Swarm Optimization Approach for Disjoint Set Covers Problem in Wireless Sensor Networks. - Zhi-Hui Zhan; Jun Zhang 003; Ke-Jing Du; Jing Xiao 005 (TAAI, 2012)

An Efficient Resource Allocation Scheme Using Particle Swarm Optimization. - Yue-jiao Gong; Jun Zhang 003; Henry Shu-Hung Chung; Wei-neng Chen; Zhi-hui Zhan; Yun Li 002; Yu-hui Shi (IEEE Trans. Evol. Comput., 2012)

Optimizing RFID Network Planning by Using a Particle Swarm Optimization Algorithm With Redundant Reader Elimination. - Yue-jiao Gong; Meie Shen; Jun Zhang 003; Okyay Kaynak; Wei-neng Chen; Zhi-hui Zhan (IEEE Trans. Ind. Informatics, 2012)

Multiobjective genetic algorithm for demand side management of smart grid. - Xiaomin Hu; Zhi-hui Zhan; Ying Lin 001; Yue-jiao Gong; Wei-Jie Yu 001; Yao-Xiu Hu; Jun Zhang 003 (CISched, 2013)

Differential evolution enhanced with evolution path vector. - Yuan-Long Li; Zhi-hui Zhan; Jun Zhang 003 (GECCO (Companion), 2013)

A Set-Based Discrete Differential Evolution Algorithm. - Yu Liu; Wei-neng Chen; Zhi-hui Zhan; Ying Lin 001; Yue-jiao Gong; Jun Zhang 003 (SMC, 2013)

An Ant Colony Optimization Approach for Nurse Rostering Problem. - Jie-Jun Wu; Ying Lin 001; Zhi-hui Zhan; Wei-neng Chen; Ying-Biao Lin; Jianyong Chen (SMC, 2013)

Parameter investigation in brain storm optimization. - Zhi-hui Zhan; Wei-neng Chen; Ying Lin 001; Yue-jiao Gong; Yuan-Long Li; Jun Zhang 003 (SIS, 2013)

Multiple Populations for Multiple Objectives: A Coevolutionary Technique for Solving Multiobjective Optimization Problems. - Zhi-hui Zhan; Jingjing Li 002; Jiannong Cao 001; Jun Zhang 003; Henry Shu-Hung Chung; Yuhui Shi 001 (IEEE Trans. Cybern., 2013)

Particle Swarm Optimization With an Aging Leader and Challengers. - Wei-neng Chen; Jun Zhang 003; Ying Lin 001; Ni Chen; Zhi-hui Zhan; Henry Shu-Hung Chung; Yun Li 002; Yu-hui Shi (IEEE Trans. Evol. Comput., 2013)

Adaptive particle swarm optimization with variable relocation for dynamic optimization problems. - Zhi-Hui Zhan; Jing-Jing Li 002; Jun Zhang 003 (IEEE Congress on Evolutionary Computation, 2014)

Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach. - Xiao Fang Liu; Zhi-Hui Zhan; Ke-Jing Du; Wei-Neng Chen (GECCO, 2014)

Normalization group brain storm optimization for power electronic circuit optimization. - Guang-Wei Zhang; Zhi-Hui Zhan; Ke-Jing Du; Wei-Neng Chen (GECCO (Companion), 2014)

Pseudo multi-population differential evolution for multimodal optimization. - Hao-Feng Li; Yue-Jiao Gong; Zhi-Hui Zhan; Wei-Neng Chen; Jun Zhang 003 (ICNC, 2014)

Load Balance Aware Genetic Algorithm for Task Scheduling in Cloud Computing. - Zhi-Hui Zhan; Ge-Yi Zhang; Ying Lin 001; Yue-Jiao Gong; Jun Zhang 003 (SEAL, 2014)

A generic archive technique for enhancing the niching performance of evolutionary computation. - Yu-Hui Zhang; Yue-Jiao Gong; Wei-Neng Chen; Zhi-Hui Zhan; Jun Zhang 003 (SIS, 2014)

Tournament Selection Based Artificial Bee Colony Algorithm with Elitist Strategy. - Meng-Dan Zhang; Zhi-Hui Zhan; Jing-Jing Li 002; Jun Zhang 003 (TAAI, 2014)

Optimizing Power Electronic Circuit Design with Uniform Search Range: An Orthogonal Learning Particle Swarm Optimization Approach with Predictive Solution Strategy. - Ying Lin 001; Zhi-Hui Zhan; Jun Zhang 003 (Int. J. Swarm Intell. Res., 2014)

Differential Evolution With Two-Level Parameter Adaptation. - Wei-Jie Yu 001; Meie Shen; Wei-neng Chen; Zhi-hui Zhan; Yue-jiao Gong; Ying Lin 001; Ou Liu; Jun Zhang 003 (IEEE Trans. Cybern., 2014)

Bi-Velocity Discrete Particle Swarm Optimization and Its Application to Multicast Routing Problem in Communication Networks. - Meie Shen; Zhi-Hui Zhan; Wei-Neng Chen; Yue-Jiao Gong; Jun Zhang 003; Yun Li 002 (IEEE Trans. Ind. Electron., 2014)

Deadline constrained cloud computing resources scheduling for cost optimization based on dynamic objective genetic algorithm. - Zong-Gan Chen; Ke-Jing Du; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2015)

Renumber strategy enhanced particle swarm optimization for cloud computing resource scheduling. - Hai-Hao Li; Yu-Wen Fu; Zhi-Hui Zhan; Jing-Jing Li 002 (CEC, 2015)

Comparisons study of APSO OLPSO and CLPSO on CEC2005 and CEC2014 test suits. - Yan-Fei Li; Zhi-Hui Zhan; Ying Lin 001; Jun Zhang 003 (CEC, 2015)

Renumber Coevolutionary Multiswarm Particle Swarm Optimization for Multi-objective Workflow Scheduling on Cloud Computing Environment. - Hai-Hao Li; Zong-Gan Chen; Zhi-Hui Zhan; Ke-Jing Du; Jun Zhang 003 (GECCO (Companion), 2015)

Dichotomy Guided Based Parameter Adaptation for Differential Evolution. - Xiao Fang Liu; Zhi-hui Zhan; Jun Zhang 003 (GECCO, 2015)

Deadline Constrained Cloud Computing Resources Scheduling through an Ant Colony System Approach. - Zong-Gan Chen; Zhi-Hui Zhan; Hai-Hao Li; Ke-Jing Du; Jing-Hui Zhong; Yong Wee Foo; Yun Li 002; Jun Zhang 003 (ICCCRI, 2015)

Evolutionary Neural Network Based Energy Consumption Forecast for Cloud Computing. - Yong Wee Foo; Cindy Goh; Hong Chee Lim; Zhi-Hui Zhan; Yun Li 002 (ICCCRI, 2015)

Industry 4.0 with cyber-physical integration: A design and manufacture perspective. - Alfredo Alan Flores Saldivar; Yun Li 002; Wei-neng Chen; Zhi-hui Zhan; Jun Zhang 003; Leo Yi Chen (ICAC, 2015)

A Parallel Implementation of Multiobjective Particle Swarm Optimization Algorithm Based on Decomposition. - Jin-Zhou Li; Wei-Neng Chen; Jun Zhang 003; Zhi-Hui Zhan (SSCI, 2015)

An Improved Method for Comprehensive Learning Particle Swarm Optimization. - Zi-Jia Wang 001; Zhi-Hui Zhan; Jun Zhang 003 (SSCI, 2015)

Differential evolution for power electronic circuit optimization. - Zhi-Hui Zhan; Jun Zhang 003 (TAAI, 2015)

Distributed evolutionary algorithms and their models: A survey of the state-of-the-art. - Yue-Jiao Gong; Wei-Neng Chen; Zhi-Hui Zhan; Jun Zhang 003; Yun Li 002; Qingfu Zhang 001; Jing-Jing Li 002 (Appl. Soft Comput., 2015)

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches. - Zhi-Hui Zhan; Xiao Fang Liu; Yue-Jiao Gong; Jun Zhang 003; Henry Shu-Hung Chung; Yun Li 002 (ACM Comput. Surv., 2015)

Competitive and cooperative particle swarm optimization with information sharing mechanism for global optimization problems. - Yuhua Li 002; Zhi-Hui Zhan; Shujin Lin; Jun Zhang 003; Xiaonan Luo (Inf. Sci., 2015)

An Evolutionary Algorithm with Double-Level Archives for Multiobjective Optimization. - Ni Chen; Wei-Neng Chen; Yue-Jiao Gong; Zhi-Hui Zhan; Jun Zhang 003; Yun Li 002; Yusong Tan (IEEE Trans. Cybern., 2015)

Differential Evolution with an Evolution Path: A DEEP Evolutionary Algorithm. - Yuan-Long Li; Zhi-Hui Zhan; Yue-Jiao Gong; Wei-Neng Chen; Jun Zhang 003; Yun Li 002 (IEEE Trans. Cybern., 2015)

Orthogonal learning particle swarm optimization with variable relocation for dynamic optimization. - Zi-Jia Wang 001; Zhi-Hui Zhan; Ke-Jing Du; Zhiwen Yu 002; Jun Zhang 003 (CEC, 2016)

Adaptive radius species based particle swarm optimization for multimodal optimization problems. - Zhi-Hui Zhan; Zi-Jia Wang 001; Ying Lin 001; Jun Zhang 003 (CEC, 2016)

Parallel Differential Evolution Based on Distributed Cloud Computing Resources for Power Electronic Circuit Optimization. - Xiao Fang Liu; Zhi-Hui Zhan; Jun-Hao Lin; Jun Zhang 003 (GECCO (Companion), 2016)

When Neural Network Computation Meets Evolutionary Computation: A Survey. - Zong-Gan Chen; Zhi-hui Zhan; Wen Shi; Wei-neng Chen; Jun Zhang 003 (ISNN, 2016)

Parallel multi-strategy evolutionary algorithm using massage passing interface for many-objective optimization. - Zi-Jia Wang 001; Zhi-Hui Zhan; Jun Zhang 003 (SSCI, 2016)

Topology selection for particle swarm optimization. - Qunfeng Liu; Wenhong Wei; Huaqiang Yuan; Zhi-hui Zhan; Yun Li 002 (Inf. Sci., 2016)

Fast Micro-Differential Evolution for Topological Active Net Optimization. - Yuan-Long Li; Zhi-Hui Zhan; Yue-Jiao Gong; Jun Zhang 003; Yun Li 002; Qing Li 001 (IEEE Trans. Cybern., 2016)

A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms. - Yuan-Long Li; Yuren Zhou; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2016)

A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems. - Qiuzhen Lin; Jianyong Chen; Zhi-Hui Zhan; Wei-Neng Chen; Carlos A. Coello Coello; Yilong Yin; Chih-Min Lin; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2016)

Kuhn-Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks. - Xin-yuan Zhang; Jun Zhang 003; Yue-Jiao Gong; Zhi-Hui Zhan; Wei-Neng Chen; Yun Li 002 (IEEE Trans. Evol. Comput., 2016)

Experimental Study of Distributed Differential Evolution Based on Different Platforms. - Lin Shi; Zhi-Hui Zhan; Zi-Jia Wang 001; Jun Zhang 003 (BIC-TA, 2017)

Link mapping-oriented ant colony system for virtual network embedding. - Hong-Kun Zheng; Jing-Jing Li 002; Yue-Jiao Gong; Wei-Neng Chen; Zhiwen Yu 002; Zhi-Hui Zhan; Ying Lin 001 (CEC, 2017)

Load balance aware distributed differential evolution for computationally expensive optimization problems. - Ning Ma; Xiao Fang Liu; Zhi-Hui Zhan; Jing-Hui Zhong; Jun Zhang 003 (GECCO (Companion), 2017)

Indicator-based multi-objective genetic programming for workflow scheduling problem. - Qin-zhe Xiao; Jinghui Zhong; Wen-Neng Chen; Zhi-Hui Zhan; Jun Zhang 003 (GECCO (Companion), 2017)

Sort subspace clustering ensemble framework based on the latent model. - Jieyan Chen; Farrikh Alzami; Zhiwen Yu 002; Zhi-Hui Zhan; Qinmin Yang (SMC, 2017)

An ant colony system based virtual network embedding algorithm. - Jia-bin Wang; Wei-Neng Chen; Hao Cong; Zhi-Hui Zhan; Jun Zhang 003 (SMC, 2017)

Niching community based differential evolution for multimodal optimization problems. - Ting Huang 001; Zhi-Hui Zhan; Xingdong Jia; Huaqiang Yuan; Jing-qing Jiang; Jun Zhang 003 (SSCI, 2017)

Distributed co-evolutionary particle swarm optimization using adaptive migration strategy. - Lin Shi; Zhi-Hui Zhan; Huaqiang Yuan; Jing-Jing Li 002; Jun Zhang 003 (SSCI, 2017)

Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version. - Zhi-Hui Zhan; Xiao Fang Liu; Huaxiang Zhang 001; Zhengtao Yu 001; Jian Weng 001; Yun Li 002; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Parallel Distributed Syst., 2017)

Competition-Based Distributed Differential Evolution. - Yong-Feng Ge; Wei-Jie Yu 001; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2018)

Competitive Swarm Optimizer with Dynamic Grouping for Large Scale Optimization. - Tao Ling; Zhi-Hui Zhan; Yong-Xing Wang; Zi-Jia Wang 001; Wei-Jie Yu 001; Jun Zhang 003 (CEC, 2018)

Towards Efficient Verifiable Conjunctive Keyword Search for Large Encrypted Database. - Jianfeng Wang 001; Xiaofeng Chen 001; Shifeng Sun 001; Joseph K. Liu; Man Ho Au; Zhi-Hui Zhan (ESORICS (2), 2018)

An Adaptive Ant Colony System for Public Bicycle Scheduling Problem. - Di Liang; Zhi-Hui Zhan; Jun Zhang 003 (ICONIP (2), 2018)

Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning. - Run-Dong Liu; Zhi-Hui Zhan; Wei-Neng Chen; Zhiwen Yu 002; Jun Zhang 003 (ISNN, 2018)

Neural Network for Change Direction Prediction in Dynamic Optimization. - Xiao Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Access, 2018)

A multi-swarm particle swarm optimization algorithm based on dynamical topology and purposeful detecting. - Xuewen Xia; Ling Gui; Zhi-Hui Zhan (Appl. Soft Comput., 2018)

Secure data uploading scheme for a smart home system. - Jian Shen 001; Chen Wang 015; Tong Li 011; Xiaofeng Chen 001; Xinyi Huang 001; Zhi-Hui Zhan (Inf. Sci., 2018)

Artificial bee colony algorithm with an adaptive greedy position update strategy. - Wei-jie Yu 001; Zhi-Hui Zhan; Jun Zhang 003 (Soft Comput., 2018)

Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization. - Yong-Feng Ge; Wei-Jie Yu 001; Ying Lin 001; Yue-Jiao Gong; Zhi-Hui Zhan; Wei-Neng Chen; Jun Zhang 003 (IEEE Trans. Cybern., 2018)

An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing. - Xiao Fang Liu; Zhi-Hui Zhan; Jeremiah D. Deng; Yun Li 002; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2018)

Dual-Strategy Differential Evolution With Affinity Propagation Clustering for Multimodal Optimization Problems. - Zi-Jia Wang 001; Zhi-Hui Zhan; Ying Lin 001; Wei-Jie Yu 001; Huaqiang Yuan; Tianlong Gu; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2018)

Multi-runway Aircraft Arrival Scheduling: A Receding Horizon Control Based Ant Colony System Approach. - Li-Jiao Wu; Zhi-Hui Zhan; Xiao-Min Hu; Ping Guo 002; Yanchun Zhang; Jun Zhang 003 (CEC, 2019)

A benefit-driven genetic algorithm for balancing privacy and utility in database fragmentation. - Yong-Feng Ge; Jinli Cao; Hua Wang 002; Jiao Yin 003; Wei-Jie Yu 001; Zhi-Hui Zhan; Jun Zhang 003 (GECCO, 2019)

A New Learning Scheme of Emotion Recognition From Speech by Using Mean Fourier Parameters. - Xingyu Chen; Li-Jiao Wu; Aihua Mao; Zhi-Hui Zhan (ICACI, 2019)

An Improved Selection Operator for Multi-objective Optimization. - Hong Zhao; Zhi-Hui Zhan; Wei-Neng Chen; Xiaonan Luo; Tianlong Gu; Ren-Chu Guan; Lan Huang 002; Jun Zhang 003 (ISNN (1), 2019)

Intelligent Path Planning for AUVs in Dynamic Environments: An EDA-Based Learning Fixed Height Histogram Approach. - Run-Dong Liu; Zong-Gan Chen; Zi-Jia Wang 001; Zhi-Hui Zhan (IEEE Access, 2019)

A Distributed Multiple Populations Framework for Evolutionary Algorithm in Solving Dynamic Optimization Problems. - Xiong-Wen Luo 001; Zi-Jia Wang 001; Ren-Chu Guan; Zhi-Hui Zhan; Ying Gao 004 (IEEE Access, 2019)

Deep Residual Convolutional Neural Network for Protein-Protein Interaction Extraction. - Hao Zhang; Renchu Guan; Fengfeng Zhou; Yanchun Liang 001; Zhi-Hui Zhan; Lan Huang 002; Xiaoyue Feng (IEEE Access, 2019)

Distributed minimum spanning tree differential evolution for multimodal optimization problems. - Zi-Jia Wang 001; Zhi-Hui Zhan; Jun Zhang 003 (Soft Comput., 2019)

Particle swarm optimization based on dimensional learning strategy. - Guiping Xu; Quanlong Cui; Xiaohu Shi; Hongwei Ge; Zhi-Hui Zhan; Heow Pueh Lee; Yanchun Liang 001; Ran Tai; Chunguo Wu (Swarm Evol. Comput., 2019)

An Optimization and Auction-Based Incentive Mechanism to Maximize Social Welfare for Mobile Crowdsourcing. - Yingjie Wang 002; Zhipeng Cai 001; Zhi-Hui Zhan; Yue-Jiao Gong; Xiangrong Tong (IEEE Trans. Comput. Soc. Syst., 2019)

Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach. - Zong-Gan Chen; Zhi-Hui Zhan; Ying Lin 001; Yue-Jiao Gong; Tianlong Gu; Feng Zhao 002; Huaqiang Yuan; Xiaofeng Chen 001; Qing Li 001; Jun Zhang 003 (IEEE Trans. Cybern., 2019)

A Discrete Multiobjective Particle Swarm Optimizer for Automated Assembly of Parallel Cognitive Diagnosis Tests. - Ying Lin 001; Ye-shi Jiang; Yue-Jiao Gong; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Cybern., 2019)

Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization. - Xiao Fang Liu; Zhi-Hui Zhan; Ying Gao 004; Jie Zhang 055; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2019)

Historical and Heuristic-Based Adaptive Differential Evolution. - Xiao-Fang Liu; Zhi-Hui Zhan; Ying Lin 001; Wei-Neng Chen; Yue-Jiao Gong; Tianlong Gu; Huaqiang Yuan; Jun Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Adaptive Population Differential Evolution with Dual Control Strategy for Large-Scale Global optimization Problems. - Xin Zhang 065; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2020)

Adaptive Guidance-based Differential Evolution with Iterative Feedback Archive Strategy for Multimodal optimization Problems. - Hong Zhao; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2020)

Multiobjective direction driven local search for constrained supply chain configuration problem. - Xin Zhang 065; Zhi-Hui Zhan; Jun Zhang 003 (GECCO Companion, 2020)

A New and Efficient Genetic Algorithm with Promotion Selection Operator. - Jun-Chuan Chen; Min Cao; Zhi-Hui Zhan; Dong Liu 008; Jun Zhang 003 (SMC, 2020)

Particle Swarm Optimization with Hybrid Ring Topology for Multimodal Optimization Problems. - Zong-Gan Chen; Zhi-Hui Zhan; Dong Liu 008; Sam Kwong; Jun Zhang 003 (SMC, 2020)

A Multi-Angle Hierarchical Differential Evolution Approach for Multimodal Optimization Problems. - Zhao Hong; Zong-Gan Chen; Dong Liu 008; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Access, 2020)

A Fast Efficient Local Search-Based Algorithm for Multi-Objective Supply Chain Configuration Problem. - Xin Zhang 065; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Access, 2020)

An expanded particle swarm optimization based on multi-exemplar and forgetting ability. - Xuewen Xia; Ling Gui; Guoliang He; Bo Wei 004; Yinglong Zhang; Fei Yu 008; Hongrun Wu; Zhi-Hui Zhan (Inf. Sci., 2020)

Large-scale evolutionary optimization: a survey and experimental comparative study. - Jun-Rong Jian; Zhi-Hui Zhan; Jun Zhang 003 (Int. J. Mach. Learn. Cybern., 2020)

Walrasian Equilibrium-Based Multiobjective Optimization for Task Allocation in Mobile Crowdsourcing. - Yingjie Wang 002; Zhipeng Cai 001; Zhi-Hui Zhan; Bingxu Zhao; Xiangrong Tong; Lianyong Qi (IEEE Trans. Comput. Soc. Syst., 2020)

Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling. - Zi-Jia Wang 001; Zhi-Hui Zhan; Wei-Jie Yu 001; Ying Lin 001; Jie Zhang 055; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Cybern., 2020)

Triple Archives Particle Swarm Optimization. - Xuewen Xia; Ling Gui; Fei Yu 008; Hongrun Wu; Bo Wei 004; Yinglong Zhang; Zhi-Hui Zhan (IEEE Trans. Cybern., 2020)

Adaptive Distributed Differential Evolution. - Zhi-Hui Zhan; Zi-Jia Wang 001; Hu Jin; Jun Zhang 003 (IEEE Trans. Cybern., 2020)

Cooperative Coevolutionary Bare-Bones Particle Swarm Optimization With Function Independent Decomposition for Large-Scale Supply Chain Network Design With Uncertainties. - Xin Zhang 065; Ke-Jing Du; Zhi-Hui Zhan; Sam Kwong; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Cybern., 2020)

Local Binary Pattern-Based Adaptive Differential Evolution for Multimodal Optimization Problems. - Hong Zhao; Zhi-Hui Zhan; Ying Lin 001; Xiaofeng Chen 001; Xiaonan Luo; Jie Zhang 055; Sam Kwong; Jun Zhang 003 (IEEE Trans. Cybern., 2020)

Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems. - Zong-Gan Chen; Zhi-Hui Zhan; Hua Wang 002; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2020)

Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation. - Jian-Yu Li; Zhi-Hui Zhan; Chuan Wang; Hu Jin; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2020)

Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems. - Zi-Jia Wang 001; Zhi-Hui Zhan; Ying Lin 001; Wei-Jie Yu 001; Hua Wang 002; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2020)

Automatic Planning of Multiple Itineraries: A Niching Genetic Evolution Approach. - Ting Huang 001; Yue-Jiao Gong; Yu-Hui Zhang; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Intell. Transp. Syst., 2020)

An Efficient Ant Colony System Approach for New Energy Vehicle Dispatch Problem. - Di Liang; Zhi-Hui Zhan; Yanchun Zhang; Jun Zhang 003 (IEEE Trans. Intell. Transp. Syst., 2020)

Neural Network-Based Information Transfer for Dynamic Optimization. - Xiao-Fang Liu; Zhi-Hui Zhan; Tianlong Gu; Sam Kwong; Zhenyu Lu 002; Henry Been-Lirn Duh; Jun Zhang 003 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Spatial-Temporal Graph Neural Network Framework with Multi-source Local and Global Information Fusion for Traffic Flow Forecasting. - Yuexin Li; Jian-Yu Li; Zi-Jia Wang; Zhi-Hui Zhan (ChineseCSCW (1), 2021)

Marine Predators Algorithm with Stage-Based Repairment for the Green Supply Network Design. - Zhaobin Ma; Bowen Ding; Xin Zhang 065; Pengjiang Qian; Zhi-hui Zhan (ChineseCSCW (1), 2021)

Multi-loop Adaptive Differential Evolution for Large-Scale Expensive Optimization. - Hong-Rui Wang; Yi Jiang; Zhi-Hui Zhan; Jinghui Zhong (ChineseCSCW (1), 2021)

Compressed-Coding Particle Swarm Optimization for Large-Scale Feature Selection. - Jia-Quan Yang; Zhi-Hui Zhan; Tao Li 023 (ChineseCSCW (1), 2021)

Knowledge Embedding-Assisted Multi-Exemplar Learning Particle Swarm Optimization for Traffic Signal Timing Optimization. - Zhuang-Jie Deng; Liu-Yue Luo; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2021)

Historical Information-based Differential Evolution for Dynamic Optimization Problem. - Sheng-Hao Wu; Ke-Jing Du; Zhi-Hui Zhan; Hua Wang 002; Jun Zhang 003 (CEC, 2021)

Multi-objective Emergency Resource Dispatch Based on Coevolutionary Multiswarm Particle Swarm Optimization. - Si-Chen Liu 001; Chunhua Chen; Zhi-Hui Zhan; Jun Zhang 003 (EMO, 2021)

Multi-criteria differential evolution: treating multitask optimization as multi-criteria optimization. - Jian-Yu Li; Ke-Jing Du; Zhi-Hui Zhan; Hua Wang 002; Jun Zhang 003 (GECCO Companion, 2021)

Investigation and Improvement of Distributed Differential Evolution Algorithm Cloudde. - Liu-Yue Luo; Lin Shi; Zhi-Hui Zhan (ICACI, 2021)

A New Evolutionary Computation Framework for Privacy-Preserving Optimization. - Zhi-Hui Zhan; Sheng-Hao Wu; Jun Zhang 003 (ICACI, 2021)

Efficient High-utility Itemset Mining Based on a Novel Data Structure. - Wei Shen; Chao Zhang; Wei Fang 001; Xin Zhang 065; Zhi-Hui Zhan; Jerry Chun-Wei Lin (ISC2, 2021)

Multi-Exemplar Learning Particle Swarm Optimization for Regional Traffic Signal Timing Optimization with Multi-Intersections. - Zhuang-Jie Deng; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (SMC, 2021)

Real Traffic Distance-Aware Logistics Scheduling. - Li-Jiao Wu; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (SMC, 2021)

An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints. - Xiao-Fang Liu; Bo-Cheng Lin; Zhi-Hui Zhan; Sang-Woon Jeon; Jun Zhang 003 (SSCI, 2021)

Efficient Hyperparameter Optimization for Convolution Neural Networks in Deep Learning: A Distributed Particle Swarm Optimization Approach. - Yu Guo; Jian-Yu Li; Zhi-Hui Zhan (Cybern. Syst., 2021)

Multiple populations co-evolutionary particle swarm optimization for multi-objective cardinality constrained portfolio optimization problem. - Hong Zhao; Zong-Gan Chen; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (Neurocomputing, 2021)

Maximizing Lifetime of Range-Adjustable Wireless Sensor Networks: A Neighborhood-Based Estimation of Distribution Algorithm. - Zong-Gan Chen; Ying Lin 001; Yue-Jiao Gong; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Cybern., 2021)

Distributed Memetic Algorithm for Outsourced Database Fragmentation. - Yong-Feng Ge; Wei-Jie Yu 001; Jinli Cao; Hua Wang 002; Zhi-Hui Zhan; Yanchun Zhang; Jun Zhang 003 (IEEE Trans. Cybern., 2021)

Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization. - Jian-Yu Li; Zhi-Hui Zhan; Run-Dong Liu; Chuan Wang; Sam Kwong; Jun Zhang 003 (IEEE Trans. Cybern., 2021)

Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates. - Jian-Yu Li; Zhi-Hui Zhan; Hua Wang 002; Jun Zhang 003 (IEEE Trans. Cybern., 2021)

Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization. - Zi-Jia Wang 001; Zhi-Hui Zhan; Sam Kwong; Hu Jin; Jun Zhang 003 (IEEE Trans. Cybern., 2021)

Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization. - Jun-Rong Jian; Zong-Gan Chen; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2021)

SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems. - Sheng-Hao Wu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2021)

A Multi-Objective Ant Colony System Algorithm for Airline Crew Rostering Problem With Fairness and Satisfaction. - Shu-Zi Zhou; Zhi-Hui Zhan; Zong-Gan Chen; Sam Kwong; Jun Zhang 003 (IEEE Trans. Intell. Transp. Syst., 2021)

Adversarial Differential Evolution for Multimodal Optimization Problems. - Yi Jiang; Chun-Hua Chen 002; Zhi-Hui Zhan; Yun Li 002; Jun Zhang 003 (CEC, 2022)

Progressive sampling surrogate-assisted particle swarm optimization for large-scale expensive optimization. - Hong-Rui Wang; Chun-Hua Chen 002; Yun Li 002; Jun Zhang 003; Zhi-Hui Zhan (GECCO, 2022)

Dropout topology-assisted bidirectional learning particle swarm optimization for neural architecture search. - Ye-Qun Wang; Chun-Hua Chen 002; Jun Zhang 003; Zhi-Hui Zhan (GECCO Companion, 2022)

Social learning particle swarm optimization with two-surrogate collaboration for offline data-driven multiobjective optimization. - Qi-Te Yang; Zhi-Hui Zhan; Yun Li 002; Jun Zhang 003 (GECCO, 2022)

A Novel Hierarchical Discourse Model for Scientific Article and It's Efficient Top-K Resampling-based Text Classification Approach. - Min Gao; Chun-Hua Chen 002; Zhi-Han Gao; Wei-Long Chen; Yuan Ren; Sam Kwong; Zhi-Hui Zhan (SMC, 2022)

Can Big Population Always Bring Better Optimization Ability to Evolutionary Computation for Large-Scale Optimization? - Jun-Rong Jian; Chun-Hua Chen 002; Dong Liu 008; Jun Zhang 003; Zhi-Hui Zhan (SMC, 2022)

A survey on evolutionary computation for complex continuous optimization. - Zhi-Hui Zhan; Lin Shi; Kay Chen Tan; Jun Zhang 003 (Artif. Intell. Rev., 2022)

Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]. - Zong-Gan Chen; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (IEEE Comput. Intell. Mag., 2022)

Evolutionary Computation for Expensive Optimization: A Survey. - Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang 003 (Int. J. Autom. Comput., 2022)

Evolutionary deep learning: A survey. - Zhi-Hui Zhan; Jian-Yu Li; Jun Zhang 003 (Neurocomputing, 2022)

DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning. - Yong-Feng Ge; Zhi-Hui Zhan; Jinli Cao; Hua Wang 002; Yanchun Zhang; Kuei-Kuei Lai; Jun Zhang 003 (Inf. Sci., 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)

Compressed-Encoding Particle Swarm Optimization with Fuzzy Learning for Large-Scale Feature Selection. - Jia-Quan Yang; Chun-Hua Chen 002; Jian-Yu Li; Dong Liu 008; Tao Li 023; Zhi-Hui Zhan (Symmetry, 2022)

Bipartite Cooperative Coevolution for Energy-Aware Coverage Path Planning of UAVs. - Xian-Xin Shao; Yue-Jiao Gong; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Artif. Intell., 2022)

A Multiobjective Framework for Many-Objective Optimization. - Si-Chen Liu 001; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Cybern., 2022)

A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization. - Jian-Yu Li; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2022)

Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration. - Xin Zhang 065; Zhi-Hui Zhan; Wei Fang 001; Pengjiang Qian; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2022)

A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling. - Li-Jiao Wu; Lin Shi; Zhi-Hui Zhan; Kuei-Kuei Lai; Jun Zhang 003 (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Matrix-Based Evolutionary Computation. - Zhi-Hui Zhan; Jun Zhang 003; Ying Lin 001; Jian-Yu Li; Ting Huang 001; Xiao-Qi Guo; Feng-Feng Wei; Sam Kwong; Xinyi Zhang; Rui You (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

A Multipopulation Multiobjective Ant Colony System Considering Travel and Prevention Costs for Vehicle Routing in COVID-19-Like Epidemics. - Jian-Yu Li; Xinyi Deng; Zhi-Hui Zhan; Liang Yu; Kay Chen Tan; Kuei-Kuei Lai; Jun Zhang 003 (IEEE Trans. Intell. Transp. Syst., 2022)

Memory-Based Ant Colony System Approach for Multi-Source Data Associated Dynamic Electric Vehicle Dispatch Optimization. - Lin Shi; Zhi-Hui Zhan; Di Liang; Jun Zhang 003 (IEEE Trans. Intell. Transp. Syst., 2022)

An Adaptive Ant Colony System Based on Variable Range Receding Horizon Control for Berth Allocation Problem. - Rong Wang; Fei Ji; Yi Jiang; Sheng-Hao Wu; Sam Kwong; Jun Zhang 003; Zhi-Hui Zhan (IEEE Trans. Intell. Transp. Syst., 2022)

Real Environment-Aware Multisource Data-Associated Cold Chain Logistics Scheduling: A Multiple Population-Based Multiobjective Ant Colony System Approach. - Li-Jiao Wu; Zong-Gan Chen; Chun-Hua Chen 002; Yun Li 002; Sang-Woon Jeon; Jun Zhang 003; Zhi-Hui Zhan (IEEE Trans. Intell. Transp. Syst., 2022)

Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit. - Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach. - An Song; Wei-Neng Chen; Xiaonan Luo; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Serv. Comput., 2022)

Multi-View Transfer with Marginal and Conditional Alignment for Many-Task Optimization. - Sheng-Hao Wu; Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2023)

Evolutionary Multitasking Bi-Directional Particle Swarm Optimization for High-Dimensional Feature Selection. - Jia-Quan Yang; Ke-Jing Du; Chun-Hua Chen 002; Hua Wang 002; Jun Zhang 003; Zhi-Hui Zhan (CEC, 2023)

Region-based Evaluation Particle Swarm Optimization with Dual Solution Libraries for Real-time Traffic Signal Timing Optimization. - Chi Zhang; Jian-Yu Li; Chun-Hua Chen 002; Yun Li 002; Zhi-Hui Zhan (GECCO, 2023)

Diversity-driven Multi-population Particle Swarm Optimization for Dynamic Optimization Problem. - Pei-Yao Zhu; Sheng-Hao Wu; Ke-Jing Du; Hua Wang 002; Jun Zhang 003; Zhi-Hui Zhan (GECCO Companion, 2023)

A Robust Two-Part Modeling Strategy for Knowledge Graph Enhanced Recommender Systems. - Min Gao; Ke-Jing Du; Pei-Yao Zhu; Jian-Yu Li; Hua Wang 002; Zhi-Hui Zhan (ICACI, 2023)

Evolutionary Computation for Berth Allocation Problems: A Survey. - Xin-Xin Xu 001; Yi Jiang; Lei Zhang; Xun Liu; Xiang-Qian Ding; Zhi-Hui Zhan (ICONIP (3), 2023)

Optimal Peaks Detected-Based Differential Evolution for Multimodal Optimization Problems. - Si-Jia Jie; Yi Jiang; Xin-Xin Xu 001; Sam Kwong; Jun Zhang 003; Zhi-Hui Zhan (SMC, 2023)

A Multipopulation Ant Colony System Algorithm for Multiobjective Trip Planning. - Meng-Meng Sun; Zong-Gan Chen; Yuncheng Jiang; Zhi-Hui Zhan; Jun Zhang 003 (SMC, 2023)

Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization. - Yang-Tao Dai; Xiao-Fang Liu; Zhi-Hui Zhan; Jinghui Zhong; Jun Zhang 003 (SSCI, 2023)

A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization. - Meng Gao; Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (SSCI, 2023)

A Multi-Population Genetic Algorithm for Multiobjective Recommendation System. - Jun Hong; Lin Shi; Ke-Jing Du; Chun-Hua Chen 002; Hua Wang 002; Jun Zhang 003; Zhi-Hui Zhan (SSCI, 2023)

Conjugate Surrogate for Expensive Multiobjective Optimization. - Qi-Te Yang; Liu-Yue Luo; Xin-Xin Xu 001; Chun-Hua Chen 002; Hua Wang 002; Jun Zhang 003; Zhi-Hui Zhan (SSCI, 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)

Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems. - Qingke Zhang; Hao Gao 015; Zhi-Hui Zhan; Junqing Li 001; Huaxiang Zhang 001 (Knowl. Based Syst., 2023)

Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems. - Haibin Ouyang; Jianhong Chen; Steven Li; Jianhua Xiang; Zhi-Hui Zhan (Math. Comput. Simul., 2023)

Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization. - Zi-Jia Wang 001; Jun-Rong Jian; Zhi-Hui Zhan; Yun Li 002; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Orthogonal Transfer for Multitask Optimization. - Sheng-Hao Wu; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Many-Objective Job-Shop Scheduling: A Multiple Populations for Multiple Objectives-Based Genetic Algorithm Approach. - Si-Chen Liu 001; Zong-Gan Chen; Zhi-Hui Zhan; Sang-Woon Jeon; Sam Kwong; Jun Zhang 003 (IEEE Trans. Cybern., 2023)

Community Detection Based on Multiobjective Particle Swarm Optimization and Graph Attention Variational Autoencoder. - Kun Guo 003; Zhanhong Chen; Xu Lin 004; Ling Wu; Zhi-Hui Zhan; Yuzhong Chen; Wenzhong Guo (IEEE Trans. Big Data, 2023)

Optimizing Niche Center for Multimodal Optimization Problems. - Yi Jiang; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Cybern., 2023)

Graph-Based Deep Decomposition for Overlapping Large-Scale Optimization Problems. - Xin Zhang 065; Bo-Wen Ding; Xin-Xin Xu 001; Jian-Yu Li; Zhi-Hui Zhan; Pengjiang Qian; Wei Fang 001; Kuei-Kuei Lai; Jun Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Distributed Differential Evolution With Adaptive Resource Allocation. - Jian-Yu Li; Ke-Jing Du; Zhi-Hui Zhan; Hua Wang 002; Jun Zhang 003 (IEEE Trans. Cybern., 2023)

Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks. - Jian-Yu Li; Zhi-Hui Zhan; Jin Xu; Sam Kwong; Jun Zhang 003 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Outlier aware differential evolution for multimodal optimization problems. - Hong Zhao; Zhi-Hui Zhan; Jing Liu 006 (Appl. Soft Comput., 2023)

Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection. - Jia-Quan Yang; Qi-Te Yang; Ke-Jing Du; Chun-Hua Chen 002; Hua Wang 002; Sang-Woon Jeon; Jun Zhang 003; Zhi-Hui Zhan (IEEE Trans. Big Data, 2023)

Dual Differential Grouping: A More General Decomposition Method for Large-Scale Optimization. - Jian-Yu Li; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Cybern., 2023)

Fitness and Distance Based Local Search With Adaptive Differential Evolution for Multimodal Optimization Problems. - Zi-Jia Wang 001; Zhi-Hui Zhan; Yun Li 002; Sam Kwong; Sang-Woon Jeon; Jun Zhang 003 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Incremental particle swarm optimization for large-scale dynamic optimization with changing variable interactions. - Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (Appl. Soft Comput., 2023)

Hyperparameters optimization of convolutional neural network based on local autonomous competition harmony search algorithm. - Dongmei Liu; Haibin Ouyang; Steven Li; Chunliang Zhang; Zhi-Hui Zhan (J. Comput. Des. Eng., 2023)

Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling. - Xiao-Fang Liu; Yongchun Fang; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Scale adaptive fitness evaluation-based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning. - Ye-Qun Wang; Jian-Yu Li; Chun-Hua Chen 002; Jun Zhang 003; Zhi-Hui Zhan (CAAI Trans. Intell. Technol., 2023)

A Bi-Objective Knowledge Transfer Framework for Evolutionary Many-Task Optimization. - Yi Jiang; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Multiple Populations for Multiple Objectives Framework With Bias Sorting for Many-Objective Optimization. - Qi-Te Yang; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender System. - Min Gao; Jian-Yu Li; Chun-Hua Chen 002; Yun Li 002; Jun Zhang 003; Zhi-Hui Zhan (IEEE Trans. Knowl. Data Eng., 2023)

An efficient Optimization State-based Coyote Optimization Algorithm and its applications. - Qingke Zhang; Xianglong Bu; Zhi-Hui Zhan; Junqing Li 001; Huaxiang Zhang 001 (Appl. Soft Comput., 2023)

Toward explicit control between exploration and exploitation in evolutionary algorithms: A case study of differential evolution. - Zonghui Cai; Xiao Yang; MengChu Zhou; Zhi-Hui Zhan; Shangce Gao (Inf. Sci., 2023)

Transferable Adaptive Differential Evolution for Many-Task Optimization. - Sheng-Hao Wu; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Cybern., 2023)

Interaction-Based Prediction for Dynamic Multiobjective Optimization. - Xiao-Fang Liu; Xin-Xin Xu 001; Zhi-Hui Zhan; Yongchun Fang; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Learning-Aided Evolution for Optimization. - Zhi-Hui Zhan; Jian-Yu Li; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Surrogate-Assisted Flip for Evolutionary High-Dimensional Multiobjective Feature Selection. - Qi-Te Yang; Liu-Yue Luo; Chun-Hua Chen 002; Jian-Yu Li; Jing-Hui Zhong; Jun Zhang 003; Zhi-Hui Zhan (CEC, 2024)

Matrix-Based Ant Colony Optimization. - Xu Li; Min Cao; Jian-Yu Li; Jing Xu 008; Jun Zhang 003; Zhi-Hui Zhan (GECCO Companion, 2024)

Distributed Ensemble Hyper-Heuristic Algorithm for Aircraft Arrival Sequencing and Scheduling Problem. - Xian-Ping Wang; Xin-Xin Xu 001; Yi Jiang; Sheng Bi; Yanchun Liang 001; Zhi-Hui Zhan (GECCO Companion, 2024)

Fine-Grain Knowledge Transfer-based Multitask Particle Swarm Optimization with Dual Clustering-based Task Generation for High-Dimensional Feature Selection. - Xin-Yu Wang; Qi-Te Yang; Yi Jiang; Kay Chen Tan; Jun Zhang 003; Zhi-Hui Zhan (GECCO, 2024)

Adaptive Aggregative Multitask Competitive Particle Swarm Optimization with Bi-Directional Asymmetric Flip Strategy for High-Dimensional Feature Selection. - Yong Zhang 002; Ke-Jing Du; Yi Jiang; Li-Min Wang 011; Hua Wang 002; Zhi-Hui Zhan (GECCO, 2024)

Multi-objective Demand Responsive Transit Scheduling in Smart City: A Multiple Populations Ant Colony System Approach. - Ke-Jing Du; Jia-Quan Yang; Limin Wang 011; Xuming Han; Hua Wang 002; Zhi-Hui Zhan (ICACI, 2024)

A Novel Elitism-Based Genetic Algorithm with Gradient-Based Local Search for Seeking Local Nash Equilibrium in Non-Cooperative Game. - Bo-Ying Lai; Chun-Hua Chen; Xin-Xin Xu; Yi Jiang; Wenwu Yu; Jun Zhang; Zhi-Hui Zhan (ICONIP (4), 2024)

Matrix-Based Ant Colony System for Traveling Salesman Problem. - Xu Li; Jian-Yu Li; Chun-Hua Chen; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (SMC, 2024)

Conflict-Free Genetic Algorithm with Nash Equilibrium Seeking for Game-Based Battery Swapping Station Recommendation. - Chang-Long Sun; Xin-Xin Xu 001; Chun-Hua Chen; Jun Hong; Zhenan He 001; Dengxiu Yu; Sam Kwong; Zhi-Hui Zhan (SMC, 2024)

Guest Editorial: Special issue on trustworthy machine learning for behavioural and social computing. - Zhi-hui Zhan; Jianxin Li 001; Xuyun Zhang; Deepak Puthal (CAAI Trans. Intell. Technol., 2024)

A Landscape-Aware Differential Evolution for Multimodal Optimization Problems. - Guo-Yun Lin; Zong-Gan Chen; Yuncheng Jiang; Zhi-Hui Zhan; Jun Zhang 003 (CoRR, 2024)

A Performance Investigation of Multimodal Multiobjective Optimization Algorithms in Solving Two Types of Real-World Problems. - Zhiqiu Chen; Zong-Gan Chen; Yuncheng Jiang; Zhi-Hui Zhan (CoRR, 2024)

Niche center identification differential evolution for multimodal optimization problems. - Shao-Min Liang; Zi-Jia Wang 001; Yi-Biao Huang; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (Inf. Sci., 2024)

A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization. - Xin-Xin Xu 001; Jian-Yu Li; Xiao-Fang Liu; Hui-Li Gong; Xiang-Qian Ding; Sang-Woon Jeon; Zhi-Hui Zhan (Swarm Evol. Comput., 2024)

Evolutionary Dynamic Database Partitioning Optimization for Privacy and Utility. - Yong-Feng Ge; Hua Wang 002; Elisa Bertino; Zhi-Hui Zhan; Jinli Cao; Yanchun Zhang; Jun Zhang 003 (IEEE Trans. Dependable Secur. Comput., 2024)

Block-Level Knowledge Transfer for Evolutionary Multitask Optimization. - Yi Jiang; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Cybern., 2024)

A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning. - Xiao-Fang Liu; Yongchun Fang; Zhi-Hui Zhan; Yunliang Jiang; Jun Zhang 003 (IEEE Trans. Ind. Informatics, 2024)

A dual population collaborative harmony search algorithm with adaptive population size for the system reliability-redundancy allocation problems. - Haibin Ouyang; Siqi Liang 006; Steven Li; Ziyu Zhou; Zhi-Hui Zhan (J. Comput. Des. Eng., 2024)

A Novel Evolutionary Algorithm With Column and Sub-Block Local Search for Sudoku Puzzles. - Chuan Wang; Bing Sun; Ke-Jing Du; Jian-Yu Li; Zhi-Hui Zhan; Sang-Woon Jeon; Hua Wang 002; Jun Zhang 003 (IEEE Trans. Games, 2024)

Evolutionary computation for unmanned aerial vehicle path planning: a survey. - Yi Jiang; Xin-Xin Xu 001; Min-Yi Zheng; Zhi-Hui Zhan (Artif. Intell. Rev., 2024)

Neural Network-Based Knowledge Transfer for Multitask Optimization. - Zhao-Feng Xue; Zi-Jia Wang 001; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (IEEE Trans. Cybern., 2024)

Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions. - Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2024)

Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization. - Qi-Te Yang; Zhi-Hui Zhan; Xiao-Fang Liu; Jian-Yu Li; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2024)

A Dual-Encoding-based Genetic Algorithm for Multi-Objective Multi-UAV Scheduling in Firefighting Scenarios. - Meng Gao; Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2025)

Bi-Velocity Coevolutionary Multiswarm Particle Swarm Optimization for Many-Objective Gateway Placement Optimization. - Zhou-Zhi Lu; Qi-Te Yang; Ke-Jing Du; Jian-Yu Li; Chun-Hua Chen; Qingrui Zhou; Zhi-Hui Zhan (CEC, 2025)

A Simple and Comprehensive Method Based on Measure Comparison for Global Convergence Analysis in Evolutionary Computation. - Liu-Yue Luo; Zhi-Hui Zhan (CEC, 2025)

An Improved Evolutionary Multitasking Algorithm for Multitasking Berth Allocation Problem. - Rong Wang; Xin-Xin Xu; Jun Hong; Si-Cheng Wang; Fei Ji; Zhi-Hui Zhan (CEC, 2025)

Grouping-Based Crowding Differential Evolution Approaches for Multimodal Feature Selection. - Junliu Zhu; Zong-Gan Chen; Jian-Yu Li; Yuncheng Jiang; Zhi-Hui Zhan; Jun Zhang 003 (ICASSP, 2025)

Altruistic NSGA-II with abandonment threshold and double selection strategy for solving multi-objective optimization problems. - Jianhong Chen; Haibin Ouyang; Steven Li; Chunliang Zhang; Zhi-Hui Zhan (Appl. Soft Comput., 2025)

An adaptive heuristic algorithm with a collaborative search framework for multi-UAV inspection planning. - Chang He; Haibin Ouyang; Weiqing Huang; Steven Li; Chunliang Zhang; Weiping Ding 001; Zhi-Hui Zhan (Appl. Soft Comput., 2025)

Eye-movement-prompted large image captioning model. - Zheng Yang 002; Bing Han 003; Xinbo Gao 001; Zhi-Hui Zhan (Pattern Recognit., 2025)

Bi-stage learning differential evolution for multimodal optimization problems. - Chang-Long Wang; Zi-Jia Wang 001; Yi-Biao Huang; Dan-Ting Duan; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (Swarm Evol. Comput., 2025)

Traffic Flow Dataset for "Traffic Signal Timing Optimization: From Evolution to Adaptation". - Sheng-Hao Wu; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (Zenodo, 2025)

Feature Subspace Learning-Based Binary Differential Evolution Algorithm for Unsupervised Feature Selection. - Tao Li 023; Yuhua Qian; Feijiang Li; Xinyan Liang; Zhi-Hui Zhan (IEEE Trans. Big Data, 2025)

Knowledge Learning for Evolutionary Computation. - Yi Jiang; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2025)

Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask Optimization. - Jian-Yu Li; Zhi-Hui Zhan; Yun Li 002; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2025)

Two-Stage Deep Feature Selection Method Using Voting Differential Evolution Algorithm for Pneumonia Detection From Chest X-Ray Images. - Haibin Ouyang; Dongmei Liu; Steven Li; Weiping Ding 001; Zhi-Hui Zhan (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Evolutionary Multitask Optimization for Multiform Feature Selection in Classification. - Qi-Te Yang; Xin-Xin Xu; Zhi-Hui Zhan; Jinghui Zhong; Sam Kwong; Jun Zhang 003 (IEEE Trans. Cybern., 2025)

Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization. - Yi Jiang; Zhi-Hui Zhan; Kay Chen Tan; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2025)

A New Scope and Domain Measure Comparison Method for Global Convergence Analysis in Evolutionary Computation. - Liu-Yue Luo; Zhi-Hui Zhan; Kay Chen Tan; Jun Zhang 003 (CoRR, 2025)

RsGCN: Rescaling Enhances Generalization of GCNs for Solving Scalable Traveling Salesman Problems. - Junquan Huang; Zong-Gan Chen; Yuncheng Jiang; Zhi-Hui Zhan (CoRR, 2025)

A receding horizon control-based holistic ant colony system approach for multi-runway aircraft arrival sequencing and scheduling. - Xin-Xin Xu 001; Yi Jiang; Hongyan Sang; Hui-Li Gong; Xiang-Qian Ding; Sam Kwong; Zhi-Hui Zhan (Memetic Comput., 2025)

Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach. - Jun Hong; Zhi-Hui Zhan; Langchong He; Zongben Xu; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2025)

Fractional Order Differential Evolution. - Kaiyu Wang; Shangce Gao; MengChu Zhou; Zhi-Hui Zhan; Jiujun Cheng (IEEE Trans. Evol. Comput., 2025)

Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm. - Yifei Sun; Yifei Cao; Ziang Wang 002; Sicheng Hou; Weifeng Gao; Zhi-Hui Zhan (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Learning to Transfer for Evolutionary Multitasking. - Sheng-Hao Wu; Yuxiao Huang; Xingyu Wu; Liang Feng 001; Zhi-Hui Zhan; Kay Chen Tan (IEEE Trans. Cybern., 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)

Artificial intelligence-based methods for protein structure prediction: a survey. - Zhi-Hui Zhan; Jun Hong; Jian-Yu Li; Cheng Wang; Langchong He; Zongben Xu; Jun Zhang 003 (Artif. Intell. Rev., 2025)