基于补设计方法的均匀设计构造

Construction of Uniform Design Based on Complementary Design Method

均匀设计是计算机试验和稳健试验的重要方法。文章将完全因析设计剖分为两个子设计,它们互为补设计。基于补设计理论,在两种重要的偏差下研究了原设计均匀性与其补设计均匀性之间的关系,得到了用于构造更大均匀设计的结论,丰富了均匀设计与因析设计的理论。

Uniform design is an important method for computer experiments and robust experiments. This paper splits a full factorial design into two sub-designs, which complement each other. Based on the complementary design theory, the paper makes a study on the relationship between the uniformity of the original design and the uniformity of the complementary design under two important deviations to draw a conclusion for constructing larger uniform design, which enriches the theory of uniform design and factorial design.