Xiao Fang Liu

According to our database, Xiao Fang Liu authored at least 33 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

IEEE Trans. Ind. Informatics, January, 2024

2023

Cooperative Differential Evolution With an Attention-Based Prediction Strategy for Dynamic Multiobjective Optimization.

Xiao-Fang Liu, Jun Zhang, Jun Wang

IEEE Trans. Syst. Man Cybern. Syst., December, 2023

Interaction-Based Prediction for Dynamic Multiobjective Optimization.

Xiao-Fang Liu, Xin-Xin Xu, Zhi-Hui Zhan, Yongchun Fang, Jun Zhang

IEEE Trans. Evol. Comput., December, 2023

Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling.

Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang

IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Incremental particle swarm optimization for large-scale dynamic optimization with changing variable interactions.

Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang

Appl. Soft Comput., July, 2023

Cooperative Particle Swarm Optimization With a Bilevel Resource Allocation Mechanism for Large-Scale Dynamic Optimization.

Xiao-Fang Liu, Jun Zhang, Jun Wang

IEEE Trans. Cybern., 2023

A Privacy-Preserving Evolutionary Computation Framework for Feature Selection.

Bing Sun, Jian-Yu Li, Xiao-Fang Liu, Qiang Yang, Zhi-Hui Zhan, Jun Zhang

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization.

Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization.

Yang-Tao Dai, Xiao-Fang Liu, Zhi-Hui Zhan, Jinghui Zhong, Jun Zhang

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

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

IEEE Trans. Neural Networks Learn. Syst., 2022

Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing.

Bo-Cheng Lin, Xiao-Fang Liu, Yi Mei

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021

Simulation and modeling of microblog-based spread of public opinions on emergencies.

Jinghua Zhao, Da-Lin Zeng, Jiang-Tao Qin, Hong-Ming Si, Xiao-Fang Liu

Neural Comput. Appl., 2021

Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT.

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

Inf., 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

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem.

Xin-Xin Liu, Dong Liu, Qiang Yang, Xiao-Fang Liu, Wei-jie Yu, Jun Zhang

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

Neural Network-Based Information Transfer for Dynamic Optimization.

Xiao-Fang Liu, Zhi-Hui Zhan, Tianlong Gu, Sam Kwong, Zhenyu Lu, Henry Been-Lirn Duh, Jun Zhang

IEEE Trans. Neural Networks Learn. Syst., 2020

The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm.

Xue Yu, Yuren Zhou, Xiao-Fang Liu

Appl. Soft Comput., 2020

Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization.

Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu

Appl. Soft Comput., 2020

2019

Historical and Heuristic-Based Adaptive Differential Evolution.

Xiao-Fang Liu, Zhi-Hui Zhan, Ying Lin, Wei-Neng Chen, Yue-Jiao Gong, Tianlong Gu, Huaqiang Yuan, Jun Zhang

IEEE Trans. Syst. Man Cybern. Syst., 2019

Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization.

Xiao Fang Liu, Zhi-Hui Zhan, Ying Gao, Jie Zhang, Sam Kwong, Jun Zhang

IEEE Trans. Evol. Comput., 2019

A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints.

Xue Yu, Yuren Zhou, Xiao-Fang Liu

Appl. Soft Comput., 2019

Dual-archive-based particle swarm optimization for dynamic optimization.

Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu, Ying Lin

Appl. Soft Comput., 2019

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, Tianlong Gu, Jun Zhang

IEEE Trans. Evol. Comput., 2018

Fuzzy Evaluation Method for Equipment Performance Based on Synthetical Analysis of Its Testing Information.

Xiao-Fang Liu, Rui Huang, Zhong-xia Liu

J. Inf. Hiding Multim. Signal Process., 2018

Neural Network for Change Direction Prediction in Dynamic Optimization.

Xiao Fang Liu, Zhi-Hui Zhan, Jun Zhang

IEEE Access, 2018

2017

Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version.

Zhi-Hui Zhan, Xiao Fang Liu, Huaxiang Zhang, Zhengtao Yu, Jian Weng, Yun Li, Tianlong Gu, Jun Zhang

IEEE Trans. Parallel Distributed Syst., 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

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches.

Zhi-Hui Zhan, Xiao Fang Liu, Yue-Jiao Gong, Jun Zhang, Henry Shu-Hung Chung, Yun Li

ACM Comput. Surv., 2015

Dichotomy Guided Based Parameter Adaptation for Differential Evolution.

Xiao Fang Liu, Zhi-hui Zhan, Jun Zhang

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Sparse Constrained Reconstruction for Accelerating Parallel Imaging Based on Variable Splitting Method.

Wenlong Xu, Xiao Fang Liu, Xia Li

Comput. Math. Methods Medicine, 2013

2009

Study on Pre-processing Methods of Precision Bearing Vibration Signal.

Qing-Jie Liu, Xiao-Fang Liu, Zhan Jun

Proceedings of the 2009 International Conference on Environmental Science and Information Application Technology, 2009