“…Since HPLC utilizes a wide selection of several chromatographic factors, viz., the type and composition of the organic phase, column temperature, flow rate, buffer molarity, pH, type of the stationary phase, etc., optimization of the experimental conditions is a complicated process. To achieve this objective, any one of the chemometric methods which includes the overlapping resolution maps (Lews et al, 1996), factorial design (Valliappan et al, 2002) and response surface methodology (Myers and Montgomery, 1995;Sivakumar et al, 2007Sivakumar et al, , 2007aSivakumar et al, ,b, 2008 can be applied. In general, the chemometrics can be used to accomplish a variety of goals in chromatography laboratory: (i) speeding methods development, (ii) make better use of chromatographic data and (iii) explain the chromatographic process (Matthijs et al, 2004).This kind of knowledge provides important clues in the attainment of optimum experimental conditions in the development of chromatography methods (Morgan, 1991).The best experimental design approach for the purpose of modeling and optimization is the response surface design (Myers and Montgomery, 1995).…”