Neural networks applied to the choice of an optimal experimental design

Citation
S. Courtois et R. Phan Tan Luu, Neural networks applied to the choice of an optimal experimental design, ANALUSIS, 26(8), 1998, pp. 304-310
Citations number
11
Categorie Soggetti
Spectroscopy /Instrumentation/Analytical Sciences
Journal title
ANALUSIS
ISSN journal
03654877 → ACNP
Volume
26
Issue
8
Year of publication
1998
Pages
304 - 310
Database
ISI
SICI code
0365-4877(199810)26:8<304:NNATTC>2.0.ZU;2-E
Abstract
In the Methodology of Experimental Research (M.E.R.), the quality of the re sults depends on the choice of the experimental design. A lot of experiment al designs exist. The goal of the presentation is to optimize the choice of an experimental design by neural networks. We present in detail the elabor ation of networks which facilitates the choice of an experimental design as a second-degree model which studies six factors in the spherical experimen tal domain.