Multi-objective constrained optimization for energy applications via tree ensembles

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作者
Thebelt, Alexander [1 ]
Tsay, Calvin [1 ]
Lee, Robert M. [2 ]
Sudermann-Merx, Nathan [3 ]
Walz, David [2 ]
Tranter, Tom [4 ]
Misener, Ruth [1 ]
机构
[1] Imperial College London, South Kensington, UK,SW7 2AZ, United Kingdom
[2] BASF SE, Ludwigshafen am Rhein, Germany
[3] Cooperative State University Mannheim, Mannheim, Germany
[4] Electrochemical Innovation Lab, University College London, Gower St, London,UK,WC1E 6BT, United Kingdom
关键词
This work was supported by BASF SE; Ludwigshafen am Rhein; EPSRC Research Fellowships to RM ( EP/P016871/1 ) and CT ( EP/T001577/1 ); and an Imperial College Research Fellowship to CT . TT acknowledges funding from the EPSRC Faraday Institution Multiscale Modelling Project ( EP/S003053/1; FIRG003;
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