均衡稳健性与有效性的设计

Designs Balance Between Robustness and Efficiency

均匀设计和最优设计是两类重要的设计类型,各有优缺点.本文考虑门限接受法构造多维的确定性D-最优设计,然后结合均匀设计与D-最优设计而给出一种构造设计的方法,模拟结果显示该构造方法所构造的设计可以有效地均衡稳健性和有效性.

In experimental design,optimal design and uniform design are two important types of designs.They have different advantages and shortcomings.In this paper,the threshold accepting algorithm is considered to construct the multi-dimension D-optimal design.And based on the D-optimal design and uniform design,a new type of design, constructed by a new algorithm,is considered.Numerical results show that this type of design has a trade-off between the D-efficiency and robustness.