“…For screening, primarily two-level full factorial (Santana et al, 2006;2007a;2007b;Souza e Silva et al, 2006) and fractional factorial designs (Wery et al, 1999;Hu & Bay, 2001a;2001b;Tsay & Hu, 2002;Hu et al, 2003;Bai & Hu, 2005;Hu et al, 2006;Dubent et al, 2007) have been applied. For the actual optimization of important factors, response surface designs, such as central composite (San Martín et al, 1998;Hu & Bay, 2001a;2001b;Tsay & Hu, 2002;Hu et al, 2003;Bai & Hu, 2005;Hu et al, 2006;Silva et al, 2008;Musa et al, 2008;Poroch-Seritana et al, 2011), Box-Behnken (Morawej et al, 2006), and Doehlert (Chalumeau et al, 2004;, have been used.…”