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Xiao-Fang Liu
Xiao-Fang Liu
Verified email at nankai.edu.cn
Title
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Cited by
Year
Cloud computing resource scheduling and a survey of its evolutionary approaches
ZH Zhan, XF Liu, YJ Gong, J Zhang, HSH Chung, Y Li
ACM Computing Surveys (CSUR) 47 (4), 1-33, 2015
6032015
An energy efficient ant colony system for virtual machine placement in cloud computing
XF Liu, ZH Zhan, JD Deng, Y Li, T Gu, J Zhang
IEEE transactions on evolutionary computation 22 (1), 113-128, 2016
4162016
Coevolutionary particle swarm optimization with bottleneck objective learning strategy for many-objective optimization
XF Liu, ZH Zhan, Y Gao, J Zhang, S Kwong, J Zhang
IEEE Transactions on Evolutionary Computation 23 (4), 587-602, 2018
2372018
Cloudde: A heterogeneous differential evolution algorithm and its distributed cloud version
ZH Zhan, XF Liu, H Zhang, Z Yu, J Weng, Y Li, T Gu, J Zhang
IEEE Transactions on Parallel and Distributed Systems 28 (3), 704-716, 2016
1552016
Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach
XF Liu, ZH Zhan, KJ Du, WN Chen
Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014
1262014
Neural network-based information transfer for dynamic optimization
XF Liu, ZH Zhan, TL Gu, S Kwong, Z Lu, HBL Duh, J Zhang
IEEE transactions on neural networks and learning systems 31 (5), 1557-1570, 2019
892019
Historical and heuristic-based adaptive differential evolution
XF Liu, ZH Zhan, Y Lin, WN Chen, YJ Gong, TL Gu, HQ Yuan, J Zhang
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (12), 2623-2635, 2018
872018
Resource-aware distributed differential evolution for training expensive neural-network-based controller in power electronic circuit
XF Liu, ZH Zhan, J Zhang
IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6286-6296, 2021
542021
The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm
X Yu, Y Zhou, XF Liu
Applied Soft Computing 94, 106477, 2020
452020
Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization
XF Liu, YR Zhou, X Yu
Applied Soft Computing 87, 105988, 2020
432020
Development and validation of a machine learning approach for automated severity assessment of COVID-19 based on clinical and imaging data: retrospective study
JC Quiroz, YZ Feng, ZY Cheng, D Rezazadegan, PK Chen, QT Lin, ...
JMIR Medical Informatics 9 (2), e24572, 2021
412021
An energy aware unified ant colony system for dynamic virtual machine placement in cloud computing
XF Liu, ZH Zhan, J Zhang
Energies 10 (5), 609, 2017
372017
Neural network for change direction prediction in dynamic optimization
XF Liu, ZH Zhan, J Zhang
IEEE access 6, 72649-72662, 2018
272018
Severity assessment and progression prediction of COVID-19 patients based on the LesionEncoder framework and chest CT
YZ Feng, S Liu, ZY Cheng, JC Quiroz, D Rezazadegan, PK Chen, QT Lin, ...
Information 12 (11), 471, 2021
232021
Dual-archive-based particle swarm optimization for dynamic optimization
XF Liu, YR Zhou, X Yu, Y Lin
Applied Soft Computing 85, 105876, 2019
232019
Strength learning particle swarm optimization for multiobjective multirobot task scheduling
XF Liu, Y Fang, ZH Zhan, J Zhang
IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (7), 4052-4063, 2023
192023
Interaction-based prediction for dynamic multiobjective optimization
XF Liu, XX Xu, ZH Zhan, Y Fang, J Zhang
IEEE Transactions on Evolutionary Computation 27 (6), 1881-1895, 2023
182023
Cooperative particle swarm optimization with a bilevel resource allocation mechanism for large-scale dynamic optimization
XF Liu, J Zhang, J Wang
IEEE Transactions on Cybernetics 53 (2), 1000-1011, 2022
122022
Comparative analysis of five local search operators on visiting constrained multiple traveling salesmen problem
XX Liu, D Liu, Q Yang, XF Liu, WJ Yu, J Zhang
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-08, 2021
122021
Parallel differential evolution based on distributed cloud computing resources for power electronic circuit optimization
XF Liu, ZH Zhan, JH Lin, J Zhang
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
122016
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Articles 1–20