Zhan, Zhi-Hui

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Article

Jiang, Yi ORCID: 0000-0003-1965-0372, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Tan, Kay Chen ORCID: 0000-0002-6802-2463 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2024) Block-Level Knowledge Transfer for Evolutionary Multitask Optimization. IEEE Transactions on Cybernetics, 54 (1). pp. 558-571. ISSN 2168-2267

Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Wang, Hua ORCID: 0000-0002-8465-0996, Bertino, Elisa ORCID: 0000-0002-4029-7051, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Cao, Jinli ORCID: 0000-0002-0221-6361, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Zhang, Jun ORCID: 0000-0003-4148-4294 (2023) Evolutionary dynamic database partitioning optimization for privacy and utility. IEEE Transactions on Dependable and Secure Computing. pp. 1-17. ISSN 1545-5971

Li, Jian-Yu ORCID: 0000-0002-6143-9207, Du, Ke-Jing, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2023) Distributed Differential Evolution with Adaptive Resource Allocation. IEEE Transactions on Cybernetics, 53 (5). pp. 2791-2804. ISSN 2168-2267

Zhang, Xin ORCID: 0000-0003-3636-6453, Ding, Bo-Wen, Xu, Xin-Xin, Li, Jian-Yu ORCID: 0000-0002-6143-9207, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Qian, Pengjiang ORCID: 0000-0002-5596-3694, Fang, Wei ORCID: 0000-0001-8052-0994, Lai, Kuei Kuei ORCID: 0000-0001-6049-1161 and Zhang, Jun ORCID: 0000-0003-4148-4294 (2023) Graph-Based Deep Decomposition for Overlapping Large-Scale Optimization Problems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53 (4). pp. 2374-2386. ISSN 2168-2216

Wang, Chuan, Sun, Bing, Du, Ke-Jing, Li, Jian-Yu ORCID: 0000-0002-6143-9207, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Jeon, Sang-Woon ORCID: 0000-0002-0199-2254, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2023) A Novel Evolutionary Algorithm with Column and Sub-Block Local Search for Sudoku Puzzles. IEEE Transactions on Games. ISSN 2475-1502 (In Press)

Wu, Sheng-Hao ORCID: 0000-0002-4312-2521, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Tan, Kay Chen ORCID: 0000-0002-6802-2463 and Zhang, Jun ORCID: 0000-0003-4148-4294 (2023) Orthogonal Transfer for Multitask Optimization. IEEE Transactions on Evolutionary Computation, 27 (1). pp. 185-200. ISSN 1089-778X

Yang, Jia-Quang ORCID: 0000-0002-8004-6695, Yang, Qi-Te ORCID: 0000-0001-5430-7073, Du, Ke-Jing, Chen, Chun-Hua ORCID: 0000-0002-4087-5309, Wang, Hua ORCID: 0000-0002-8465-0996, Jeon, Sang-Woon ORCID: 0000-0002-0199-2254, Zhang, Jun ORCID: 0000-0003-4148-4294 and Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 (2022) Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection. IEEE Transactions On Big Data, 9 (3). pp. 1004-1017. ISSN 2332-7790

Wu, Li-Jiao, Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Chen, Chun-Hua ORCID: 0000-0002-4087-5309, Li, Yun ORCID: 0000-0002-6575-1839, Jeon, Sang-Woon ORCID: 0000-0002-0199-2254, Zhang, Jun ORCID: 0000-0003-4148-4294 and Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 (2022) Real Environment-Aware Multisource Data-Associated Cold Chain Logistics Scheduling: A Multiple Population-Based Multiobjective Ant Colony System Approach. IEEE Transactions on Intelligent Transportation Systems, 23 (12). ISSN 1524-9050

Wu, Li-Jiao, Shi, Lin ORCID: 0000-0002-4359-4764, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Lai, Kuei-Kuei ORCID: 0000-0001-6049-1161 and Zhang, Jun ORCID: 0000-0003-4148-4294 (2022) A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling. IEEE Transactions on Emerging Topics in Computational Intelligence, 6 (6). pp. 1438-1452. ISSN 2471-285X

Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua ORCID: 0000-0002-8465-0996, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Lai, Kuei-Kuei and Zhang, Jun ORCID: 0000-0001-7835-9871 (2022) DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning. Information Sciences, 612. pp. 864-886. ISSN 0020-0255

Li, Jian-Yu ORCID: 0000-0002-6143-9207, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2022) Evolutionary computation for expensive optimization: a survey. Machine Intelligence Research, 19. pp. 3-23. ISSN 2731-538X

Shi, Lin ORCID: 0000-0002-4359-4764, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Liang, Di ORCID: 0000-0002-4241-2383 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2022) Memory-based ant colony system approach for multi-source data associated dynamic electric vehicle dispatch optimization. IEEE Transactions on Intelligent Transportation Systems, 23 (10). pp. 17491-17505. ISSN 1524-9050

Liu, Xiao-Fang ORCID: 0000-0002-8137-4201, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0003-4148-4294 (2021) Resource-aware distributed differential evolution for training expensive neural-network-based controller in power electronic circuit. IEEE Transactions on Neural Networks and Learning Systems, 33 (11). pp. 6286-6296. ISSN 2162-237X

Jian, Jun-Rong ORCID: 0000-0003-1277-4516, Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Region encoding helps evolutionary computation evolve faster: a new solution encoding scheme in particle swarm for large-scale optimization. IEEE Transactions on Evolutionary Computation, 25 (4). pp. 779-793. ISSN 1089-778X

Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Zhang, Jun ORCID: 0000-0001-7835-9871, Lin, Ying ORCID: 0000-0003-4141-1490, Li, Jian-Yu ORCID: 0000-0002-6143-9207, Huang, Ting ORCID: 0000-0002-8755-043X, Guo, Xiao-Qi, Wei, Feng-Feng, Kwong, Sam ORCID: 0000-0001-7484-7261, Zhang, Xin-Yi ORCID: 0000-0002-1407-5965 and You, Rui (2021) Matrix-based evolutionary computation. IEEE Transactions on Emerging Topics in Computational Intelligence, 6 (2). pp. 315-328. ISSN 2471-285X

Wu, Sheng-Hao, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) SAFE: Scale-Adaptive Fitness Evaluation method for expensive optimization problems. IEEE Transactions on Evolutionary Computation, 25 (3). pp. 478-491. ISSN 1089-778X

Zhao, Hong, Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Kwong, Sam ORCID: 0000-0001-7484-7261 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Multiple populations co-evolutionary particle swarm optimization for multi-objective cardinality constrained portfolio optimization problem. Neurocomputing, 430. pp. 58-70. ISSN 0925-2312

Li, Jian-Yu ORCID: 0000-0002-6143-9207, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Liu, Run-Dong ORCID: 0000-0002-9526-1419, Wang, Chuan, Kwong, Sam ORCID: 0000-0001-7484-7261 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Generation-level parallelism for evolutionary computation: a pipeline-based parallel particle swarm optimization. IEEE Transactions on Cybernetics, 51 (10). pp. 4848-4859. ISSN 2168-2267

Hong, Zhao ORCID: 0000-0001-5288-2656, Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Liu, Dong, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) A multi-angle hierarchical differential evolution approach for multimodal optimization problems. IEEE Access, 8. pp. 178322-178335. ISSN 2169-3536

Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Lin, Ying ORCID: 0000-0003-4141-1490, Gong, YJ ORCID: 0000-0002-5648-1160, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Maximizing lifetime of range-adjustable wireless sensor networks: a neighborhood-based estimation of distribution algorithm. IEEE Transactions on Cybernetics, 51 (11). pp. 5433-5444. ISSN 2168-2267

Wang, Zi-Jia ORCID: 0000-0002-2594-0934, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Kwong, Sam ORCID: 0000-0001-7484-7261, Jin, Hu ORCID: 0000-0002-3505-6843 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Adaptive granularity learning distributed particle swarm optimization for large-scale optimization. IEEE Transactions on Cybernetics, 51 (3). pp. 1175-1188. ISSN 2168-2267

Zhang, Xin ORCID: 0000-0003-3636-6453, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) A fast efficient local search-based algorithm for multi-objective supply chain configuration problem. IEEE Access, 8. pp. 62924-62931. ISSN 2169-3536

Li, Jian-Yu ORCID: 0000-0002-6143-9207, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Wang, Chuan, Jin, Hu ORCID: 0000-0002-3505-6843 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Boosting data-driven evolutionary algorithm with localized data generation. IEEE Transactions on Evolutionary Computation, 24 (5). pp. 923-937. ISSN 1089-778X

Wang, Zi-Jia, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Lin, Ying, Yu, Wei-Jie, Wang, Hua ORCID: 0000-0002-8465-0996, Kwong, Sam and Zhang, Jun (2020) Automatic Niching Differential Evolution with Contour Prediction Approach for Multimodal Optimization Problems. IEEE Transactions on Evolutionary Computation, 24 (1). pp. 114-128. ISSN 1089-778X

Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Yu, Wei-Jie ORCID: 0000-0002-8396-2023, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua ORCID: 0000-0002-8465-0996, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Distributed Memetic Algorithm for Outsourced Database Fragmentation. IEEE Transactions on Cybernetics, 51 (10). pp. 4808-4821. ISSN 2168-2267

Jian, Jun-Rong ORCID: 0000-0003-1277-4516, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Large-scale evolutionary optimization: a survey and experimental comparative study. International Journal of Machine Learning and Cybernetics, 11 (3). pp. 729-745. ISSN 1868-8071

Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Wang, Zi-Jia ORCID: 0000-0002-2594-0934, Jin, Hu ORCID: 0000-0002-3505-6843 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Adaptive distributed differential evolution. IEEE Transactions on Cybernetics, 50 (11). pp. 4633-4647. ISSN 2168-2267

Zhang, Xin ORCID: 0000-0003-3636-6453, Du, Ke-Jing, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Kwong, Sam ORCID: 0000-0001-7484-7261, Gu, Tian-Long and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Cooperative coevolutionary bare-bones particle swarm optimization with function independent decomposition for large-scale supply chain network design with uncertainties. IEEE Transactions on Cybernetics, 50 (10). pp. 4454-4468. ISSN 2168-2267

Wang, ZJ ORCID: 0000-0002-2594-0934, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Yu, Wei-Jie ORCID: 0000-0002-8396-2023, Lin, Ying ORCID: 0000-0003-4141-1490, Zhang, Jie, Gu, Tian-Long and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Dynamic group learning distributed particle swarm optimization for large-scale optimization and its application in cloud workflow scheduling. IEEE Transactions on Cybernetics, 50 (6). pp. 2715-2729. ISSN 2168-2267

Huang, Ting ORCID: 0000-0002-8755-043X, Gong, YJ ORCID: 0000-0002-5648-1160, Zhang, YH ORCID: 0000-0002-5769-3456, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Automatic planning of multiple itineraries: a niching genetic evolution approach. IEEE Transactions on Intelligent Transportation Systems, 21 (10). pp. 4225-4240. ISSN 1524-9050

Zhao, Hong, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Lin, Ying ORCID: 0000-0003-4141-1490, Chen, Xiaofeng ORCID: 0000-0001-5858-5070, Luo, X ORCID: 0000-0002-0751-5045, Zhang, Jie, Kwong, Sam ORCID: 0000-0001-7484-7261 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Local binary pattern-based adaptive differential evolution for multimodal optimization problems. IEEE Transactions on Cybernetics, 50 (7). pp. 3343-3357. ISSN 2168-2267

Liu, Xiao-Fang ORCID: 0000-0002-8137-4201, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Gu, Tian-Long, Kwong, Sam ORCID: 0000-0001-7484-7261, Lu, Zhenyu, Duh, Henry Been-Lirn and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Neural network-based information transfer for dynamic optimization. IEEE Transactions on Neural Networks and Learning Systems, 31 (5). pp. 1557-1570. ISSN 2162-237X

Conference or Workshop Item

Deng, Zhuang-Jie, Luo, Liu-Yue, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Knowledge embedding-assisted multi-exemplar learning particle swarm optimization for traffic signal timing optimization. In: IEEE Congress on Evolutionary Computation (IEEE CEC), 28 Jun - 1 Jul 2021, Krakow, Poland.

Wu, Sheng-Hao, Du, Ke-Jing, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Historical information-based differential evolution for dynamic optimization problem. In: IEEE Congress on Evolutionary Computation (IEEE CEC), 28 Jun - 1 Jul 2021, Krakow, Poland.

Liu, Si-Chen, Chen, Chunhua, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Multi-objective emergency resource dispatch based on coevolutionary multiswarm particle swarm optimization. In: Evolutionary Multi-Criterion Optimization: 11th International Conference, 28 - 31 Mar 2021, Shenzhen, China.

Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Bridge connecting multiobjetive and multimodal: a new approach for multiobjetive optimization via multimodal optimization. In: 2020 7th International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS), 13-15 Nov 2020, Guangzhou, China.

Liu, Xiao-Fang ORCID: 0000-0002-8137-4201, Lin, Bo-Cheng, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Jeon, Sang-Woon and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021), 5 Dec 2021 - 7 Dec 2021, Orlando, FL, USA.

Chen, Jun-Chuan, Cao, Min, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Liu, Dong and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) A new and efficient genetic algorithm with promotion selection operator. In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), 11 - 14 Oct 2020, Ontario, Canada.

Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Liu, Dong, Kwong, Sam ORCID: 0000-0001-7484-7261 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Particle swarm optimization with hybrid ring topology for multimodal optimization problems. In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), 11 - 14 Oct 2020, Ontario, Canada.

Zhao, Hong, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Adaptive guidance-based differential evolution with iterative feedback archive strategy for multimodal optimization problems. In: IEEE Congress on Evolutionary Computation (CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 19 - 24 Jul 2020, Glasgow, UK.

Zhang, Xin ORCID: 0000-0003-3636-6453, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Adaptive population differential evolution with dual control strategy for large-scale global optimization problems. In: IEEE Congress on Evolutionary Computation (CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 19 - 24 Jul 2020, Glasgow, UK.

Zhang, Xin ORCID: 0000-0003-3636-6453, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Multiobjective direction driven local search for constrained supply chain configuration problem. In: GECCO '20: Genetic and Evolutionary Computation Conference, 8 - 12 July 2020, Cancun, Mexico.

Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Yu, Wei-Jie ORCID: 0000-0002-8396-2023, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2018) Competition-based distributed differential evolution. In: IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 8 - 13 Jul 2018, Rio de Janeiro, Brazil.