Creator:

Skubalska-Rafajłowicz, Ewa ; Rafajłowicz, Ewaryst (1953- )

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Title:

Searching for optimal experimental designs using space-filling curves

Group publication title:

AMCS, volume 8 (1998)

Subject and Keywords:

sterowanie ; sterowanie-teoria ; sztuczna inteligencja ; matematyka stosowana ; informatyka

Abstract:

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.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1998

Resource Type:

artykuł

Pages:

647-656

Source:

AMCS, volume 8, number 3 (1998) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego