This article is concerned with improving the output in an analytical system, as a function of several experimental factors, in order to obtain the optimum operational condition. Topics covered are sequential and simultaneous designs. The former include simplex and steepest ascent designs and the latter star, central composite, face centred cube, rotatable central composite, Doehlert and mixture designs. Advantages and disadvantages when they are applied are also discussed.