Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
A new approach to the standard problem of searching for optimal experimental designs is considered. It consists in replacing a multidimensional search for global maxima by a one-dimensional global search. The points found in this way are then transformed to the multivariate design domain by using a space-filling curve. ; It is shown that this approach leads to the optimal design, provided that the one-dimensional global search is reliable. An additional advantage of the proposed approach is the possibility of visualization of the model variance surface. The results are presented for the D-optimality criterion, but their extension to other criteria is not difficult.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 8, number 3 (1998) ; click here to follow the link
Biblioteka Uniwersytetu Zielonogórskiego
Nov 5, 2024
Dec 22, 2020
77
https://zbc.uz.zgora.pl/repozytorium/publication/64667
Edition name | Date |
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Searching for optimal experimental designs using space-filling curves | Nov 5, 2024 |
Rafajłowicz, Ewaryst Skubalska-Rafajłowicz, Ewa Caban, Dariusz - red.
Beliczyński, Bartłomiej - red.
Krasoń, Ewa Kaczorek, Tadeusz - ed.
Trzaska, Zdzisław W. Kaczorek, Tadeusz - ed.
Xu, Li Saito, Osami Abe, Kenichi Kaczorek, Tadeusz - ed.
Young, K. David Yu, Xinghuo - red.
Xu, Jian-Xin Song, Yanbin Yu, Xinghuo - red.
Stotsky, Alexander A. Hedrick, J. Karl Yip, P.P. Yu, Xinghuo - red.