基本信息
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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
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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. 99 (2024): 1-1
ACM Transactions on Software Engineering and Methodology (2024)
PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION (2023): 383-386
GECCOpp.303-311, (2023)
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATIONno. 6 (2023): 1851-1865
ACM Transactions on Software Engineering and Methodologyno. 3 (2023): 1-41
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