M. Nechar et al., THE APPLICATION OF DOEHLERT DESIGNS IN THE OPTIMIZATION OF EXPERIMENTAL-VARIABLES IN SOLID-PHASE SPECTROPHOTOMETRY, Analytica chimica acta, 316(2), 1995, pp. 185-193
The optimization of experimental variables may be correctly performed
by the use of an appropriate experimental design from which the optimu
m values of such variables are simultaneously obtained. Three level de
signs allow us to fit experimental data to 2nd grade polynomial functi
ons, and a suitable study of such functions makes it possible to find
the optimum region from relatively few iterations. The Doehlert design
s possess a suitable structure for this purpose, and thus from a singl
e design one can locate the optimum region with reasonable accuracy, a
nd if greater exactitude is required, it is only necessary to employ a
second design in the previously located region. Another consideration
is that these designs comprehend a great capacity for displacement ac
ross the variables' experimental domain, which means that a substantia
l quantity of data from one design can be used for the following exper
iment. With the application of the Doehlert designs in solid phase spe
ctrophotometry, the optimization of variables can be performed simply,
quickly and with greater efficiency compared to traditional methodolo
gy.