Xiao-Fang Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Hybrid Genetic Algorithm

Dynamic Optimization

Top Venues

Appl. Soft Comput.

IEEE Trans. Syst. Man Cybern. Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2024)
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 (2024)
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) (2023)
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 (2023)
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) (2023)
Yang-Tao Dai, Xiao-Fang Liu, Zhi-Hui Zhan, Jinghui Zhong, Jun Zhang
Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization. SSCI (2023)
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) (2023)
Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization. SSCI (2023)
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)
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) (2023)
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) (2022)
Bo-Cheng Lin, Xiao-Fang Liu, Yi Mei
Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing. SSCI (2022)
Jinghua 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) (2021)
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) (2021)
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)
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)
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 (2020)
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) (2020)
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 (2020)
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)
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) (2019)
Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu, Ying Lin
Dual-archive-based particle swarm optimization for dynamic optimization. Appl. Soft Comput. 85 (2019)
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) (2018)
Qing-Jie Liu, Xiao-Fang Liu, Zhan Jun
Study on Pre-processing Methods of Precision Bearing Vibration Signal. ESIAT (2) (2009)