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Journal Articles
- 2024
[j25]Xin-Xin Xu, Jian-Yu Li
, Xiao-Fang Liu, Hui-Li Gong, Xiang-Qian Ding, Sang-Woon Jeon, Zhi-Hui Zhan:
A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization. Swarm Evol. Comput. 89: 101648 (2024)- [j24]Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang:
Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions. IEEE Trans. Evol. Comput. 28(6): 1633-1643 (2024) - [j23]Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun Zhang:
Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization. IEEE Trans. Evol. Comput. 28(6): 1867-1881 (2024) - [j22]Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Yunliang Jiang, Jun Zhang:
A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning. IEEE Trans. Ind. Informatics 20(1): 669-680 (2024) - 2023
- [j21]Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang:
Incremental particle swarm optimization for large-scale dynamic optimization with changing variable interactions. Appl. Soft Comput. 141: 110320 (2023) - [j20]Xiao-Fang Liu, Jun Zhang, Jun Wang:
Cooperative Particle Swarm Optimization With a Bilevel Resource Allocation Mechanism for Large-Scale Dynamic Optimization. IEEE Trans. Cybern. 53(2): 1000-1011 (2023) - [j19]Xiao-Fang Liu, Xin-Xin Xu, Zhi-Hui Zhan, Yongchun Fang, Jun Zhang:
Interaction-Based Prediction for Dynamic Multiobjective Optimization. IEEE Trans. Evol. Comput. 27(6): 1881-1895 (2023) - [j18]Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang:
Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4052-4063 (2023) - [j17]Xiao-Fang Liu, Jun Zhang, Jun Wang:
Cooperative Differential Evolution With an Attention-Based Prediction Strategy for Dynamic Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53(12): 7441-7452 (2023) - 2022
- [j16]Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang:
Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6286-6296 (2022) - 2021
- [j15]You-Zhen Feng, Sidong Liu, Zhong-Yuan Cheng, Juan C. Quiroz, Dana Rezazadegan, Ping-Kang Chen, Qi-Ting Lin, Long Qian, Xiao-Fang Liu, Shlomo Berkovsky, Enrico W. Coiera, Lei Song, Xiao-Ming Qiu, Xiang-Ran Cai:
Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT. Inf. 12(11): 471 (2021) - [j14]Jing-hua Zhao, Da-Lin Zeng, Jiang-Tao Qin, Hong-Ming Si, Xiao-Fang Liu:
Simulation and modeling of microblog-based spread of public opinions on emergencies. Neural Comput. Appl. 33(2): 547-564 (2021) - 2020
- [j13]Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu:
Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization. Appl. Soft Comput. 87: 105988 (2020) - [j12]Xue Yu, Yuren Zhou, Xiao-Fang Liu:
The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm. Appl. Soft Comput. 94: 106477 (2020) - [j11]Xiao-Fang Liu, Zhi-Hui Zhan, Tianlong Gu, Sam Kwong, Zhenyu Lu, Henry Been-Lirn Duh, Jun Zhang:
Neural Network-Based Information Transfer for Dynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1557-1570 (2020) - 2019
- [j10]Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu, Ying Lin:
Dual-archive-based particle swarm optimization for dynamic optimization. Appl. Soft Comput. 85 (2019) - [j9]Xue Yu, Yuren Zhou, Xiao-Fang Liu:
A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints. Appl. Soft Comput. 85 (2019) - [j8]Xiao Fang Liu, Zhi-Hui Zhan, Ying Gao, Jie Zhang, Sam Kwong, Jun Zhang:
Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization. IEEE Trans. Evol. Comput. 23(4): 587-602 (2019) - [j7]Xiao-Fang Liu, Zhi-Hui Zhan, Ying Lin, Wei-Neng Chen, Yue-Jiao Gong, Tianlong Gu, Huaqiang Yuan, Jun Zhang:
Historical and Heuristic-Based Adaptive Differential Evolution. IEEE Trans. Syst. Man Cybern. Syst. 49(12): 2623-2635 (2019) - 2018
- [j6]Xiao Fang Liu, Zhi-Hui Zhan, Jun Zhang:
Neural Network for Change Direction Prediction in Dynamic Optimization. IEEE Access 6: 72649-72662 (2018) - [j5]Xiao-Fang Liu, Rui Huang, Zhong-xia Liu:
Fuzzy Evaluation Method for Equipment Performance Based on Synthetical Analysis of Its Testing Information. J. Inf. Hiding Multim. Signal Process. 9(5): 1233-1244 (2018) - [j4]Xiao Fang Liu, Zhi-Hui Zhan, Jeremiah D. Deng, Yun Li, Tianlong Gu, Jun Zhang:
An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing. IEEE Trans. Evol. Comput. 22(1): 113-128 (2018) - 2017
- [j3]Zhi-Hui Zhan, Xiao Fang Liu, Huaxiang Zhang, Zhengtao Yu, Jian Weng, Yun Li, Tianlong Gu, Jun Zhang:
Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version. IEEE Trans. Parallel Distributed Syst. 28(3): 704-716 (2017) - 2015
- [j2]Zhi-Hui Zhan, Xiao Fang Liu, Yue-Jiao Gong, Jun Zhang, Henry Shu-Hung Chung, Yun Li:
Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches. ACM Comput. Surv. 47(4): 63:1-63:33 (2015) - 2013
- [j1]Wenlong Xu, Xiao Fang Liu, Xia Li:
Sparse Constrained Reconstruction for Accelerating Parallel Imaging Based on Variable Splitting Method. Comput. Math. Methods Medicine 2013: 605632:1-605632:10 (2013)
Conference and Workshop Papers
- 2023
- [c11]Yang-Tao Dai, Xiao-Fang Liu, Zhi-Hui Zhan, Jinghui Zhong, Jun Zhang:
Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization. SSCI 2023: 914-919 - [c10]Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang:
A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization. SSCI 2023: 953-958 - [c9]Bing Sun, Jian-Yu Li, Xiao-Fang Liu, Qiang Yang, Zhi-Hui Zhan, Jun Zhang:
A Privacy-Preserving Evolutionary Computation Framework for Feature Selection. WISE 2023: 260-274 - 2022
- [c8]Bo-Cheng Lin, Xiao-Fang Liu, Yi Mei:
Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing. SSCI 2022: 504-511 - 2021
- [c7]Xin-Xin Liu, Dong Liu, Qiang Yang, Xiao-Fang Liu, Wei-jie Yu, Jun Zhang:
Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem. SSCI 2021: 1-8 - [c6]Xiao-Fang Liu, Bo-Cheng Lin, Zhi-Hui Zhan, Sang-Woon Jeon, Jun Zhang:
An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints. SSCI 2021: 1-8 - 2017
- [c5]Ning Ma, Xiao Fang Liu, Zhi-Hui Zhan, Jing-Hui Zhong, Jun Zhang:
Load balance aware distributed differential evolution for computationally expensive optimization problems. GECCO (Companion) 2017: 209-210 - 2016
- [c4]Xiao Fang Liu, Zhi-Hui Zhan, Jun-Hao Lin, Jun Zhang:
Parallel Differential Evolution Based on Distributed Cloud Computing Resources for Power Electronic Circuit Optimization. GECCO (Companion) 2016: 117-118 - 2015
- [c3]Xiao Fang Liu, Zhi-hui Zhan, Jun Zhang:
Dichotomy Guided Based Parameter Adaptation for Differential Evolution. GECCO 2015: 289-296 - 2014
- [c2]Xiao Fang Liu, Zhi-Hui Zhan, Ke-Jing Du, Wei-Neng Chen:
Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach. GECCO 2014: 41-48 - 2009
- [c1]Qing-Jie Liu, Xiao-Fang Liu, Zhan Jun:
Study on Pre-processing Methods of Precision Bearing Vibration Signal. ESIAT (2) 2009: 572-574
Coauthor Index
aka: Zhi-Hui Zhan
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