Development of a generic experimental design based on a probability that satisfy target

Abstract

In the previous study, the experimental design to satisfy the desired property in developing products based on probability that satisfy target was developed, but previous studies is only suitable when do one experiment at the same time. In this study, we developed the experimental design which can use when do some experiments at the same time based on previous studies. For avoiding to select candidates which are similar to experimental parameters which do experiment at same time, we select candidates at regular intervals. Changing the interval of candidates, the proposed method is applied to simulation dates and we compared the interval of candidates and the number of experiments which need satisfy target. The interval of candidates and the number of experiment have no clear relation, but the relationships the interval of candidates ,the speed of improving predictability and the predictability which need satisfy target have same tendencies in the all data.