Assessing the Suitability of Surrogate Models in Evolutionary Optimization

0368902 - ÚI 2012 RIV SK eng C - Konferenční příspěvek (zahraniční konf.)
Holeňa, Martin - Demut, R.
Assessing the Suitability of Surrogate Models in Evolutionary Optimization.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2011 - (Lopatková, M.), s. 31-38. ISBN 978-80-89557-02-8.
[ITAT 2011. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2011-21.09.2011]
Grant CEP: GA ČR GAP202/11/1368
Výzkumný záměr: CEZ:AV0Z10300504
Klíčová slova: evolutionary optimization * blackbox optimization * surrogate modelling * model suitability * reliability of prediction
Kód oboru RIV: IN - Informatika

Citováno: 1

--- MEHMANI, A. - CHOWDHURY, S. - MEINRENKEN, C. - MESSAC, A. Concurrent surrogate model selection (COSMOS): optimizing model type, kernel function, and hyper-parameters. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. ISSN 1615-147X, MAR 2018, vol. 57, no. 3, p. 1093-1114. [WOS]

Trvalý link: http://hdl.handle.net/11104/0203112