One of the important issues in the design of experiments is the study of the effect of two or more factors simultaneously on the response variable. By a factorial design, we mean that in each complete trial or replicate of the experiment all possible combinations of the levels of the factors are investigated. The main goal is to obtain a design in the class of all designs which has all needed information for the experiments. Some optimization criterion are used to study the optimality of designs.
