基本信息
浏览量:32
职业迁徙
个人简介
His research is principally on multi-objective optimisation, where he focuses on developing population-based randomised algorithms (mainly evolutionary algorithms) for both general challenging problems (e.g. many-objective optimisation, constrained optimisation, robust optimisation, expensive optimisation) and specific challenging problems in other fields (e.g. software engineering, system engineering, product disassembly, post-disaster response, neural architecture search, reinforcement learning).
Evolutionary multi-/many-objective optimisation --- algorithm design, performance assessment, archiving.
Evolutionary computation for other general challenging scenarios --- constraint handling, multi-modal optimisation, dynamic/robustness optimisation, data-driven optimisation.
Multi-criteria decision-making --- visualisation, objective reduction, assisted decision-making.
Search-based software engineering --- testing, software product line, software service composition
Engineering applications --- disassembly line balancing, post-disaster response, workflow scheduling in cloud computing.
Multi-objective optimisation for machine learning --- neural architecture search, reinforcement learning for video game.
Evolutionary multi-/many-objective optimisation --- algorithm design, performance assessment, archiving.
Evolutionary computation for other general challenging scenarios --- constraint handling, multi-modal optimisation, dynamic/robustness optimisation, data-driven optimisation.
Multi-criteria decision-making --- visualisation, objective reduction, assisted decision-making.
Search-based software engineering --- testing, software product line, software service composition
Engineering applications --- disassembly line balancing, post-disaster response, workflow scheduling in cloud computing.
Multi-objective optimisation for machine learning --- neural architecture search, reinforcement learning for video game.
研究兴趣
论文共 139 篇作者统计合作学者相似作者
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Annual Conference on Genetic and Evolutionary Computationpp.547-556, (2024)
Yan Wang,Liangli Zhen,Jianwei Zhang,Miqing Li,Lei Zhang ,Zizhou Wang,Yangqin Feng,Yu Xue ,Xiao Wang ,Zheng Chen ,Tao Luo , Rich Siow Mong Goh,
IEEE Transactions on Evolutionary Computationno. 3 (2024): 668-681
CoRR (2024)
引用0浏览0EI引用
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Huanbo Lyu,Daniel Herring, Lingfeng Wang,Jelena Ninic, James Andrews,Miqing Li,Michal Kočvara, Fabian Spill,Shuo Wang
2024 IEEE Conference on Artificial Intelligence (CAI)pp.932-939, (2024)
ACM Trans. Softw. Eng. Methodol.no. 6 (2024)
IEEE Transactions on Evolutionary Computationno. 2 (2024): 403-417
GECCOpp.303-311, (2023)
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATIONno. 6 (2023): 1851-1865
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作者统计
#Papers: 148
#Citation: 6545
H-Index: 35
G-Index: 80
Sociability: 5
Diversity: 1
Activity: 3
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