Am. Carro et Ra. Lorenzo, Simultaneous optimization of the solid-phase extraction of organochlorine and organophosphorus pesticides using the desirability function, ANALYST, 126(7), 2001, pp. 1005-1010
In a multi-response situation [solid-phase extraction (SPE) of 18 organochl
orine and nine organophosphorus pesticides from aqueous solution], several
response variables are considered, and the optimization problem is more com
plex than in the single response case. Experimental design combined with de
sirability function was applied for the optimization of the SPE of these pe
sticides in order to obtain optimum operating conditions for routine work.
This multi-criterion approach was developed for the simultaneous optimizati
on of multiple responses and it is simple, easy to apply and permits the us
er to make subjective judgments on the importance of each response. The des
irability function is based on the search for a global optimum [D = f (Y-1,
Y-2, ..., Y-n)] by the transformation of the measured property to a dimens
ionless scale for each criterion. The experimental design strategy involved
a central composite design. A compromise between conflicting goals, such a
s achievement of good yields with SPE recoveries of ca. 100% for a large nu
mber of analytes with inherent chemical differences, was found by means of
the desirability function D.