方法对比

	基于仿真的Box-Behnken设计	Box-Behnken Design
领域	实验设计	实验设计
方法族	Process / pipeline	Process / pipeline
起源年份	1960 (base design); simulation-assisted application developed from the 1990s onward	1960
提出者	Box-Behnken (1960) for the base design; simulation integration emerged from computer experiment methodology in the 1980s-2000s	George E. P. Box and Donald W. Behnken
类型	Simulation-integrated response surface design	Response surface design (incomplete three-level factorial)
开创性文献	Box, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455-475.	Box, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455–475.
别名	SA-BBD, computer-aided Box-Behnken design, simulation-based BBD, virtual Box-Behnken design	BBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design
相关	4	3
摘要	Simulation-assisted Box-Behnken design couples the three-level, near-spherical Box-Behnken experimental matrix with computer simulation models — such as finite-element analysis, computational fluid dynamics, or discrete-event simulation — to map how multiple controllable factors jointly affect one or more output responses, while eliminating the need for costly or hazardous physical prototype fabrication at every design point.	The Box-Behnken design (BBD) is an efficient response surface methodology design that fits a full second-order polynomial model using three levels of each factor. Introduced by Box and Behnken in 1960, it places experimental points at the midpoints of the edges of a hypercube and at the center, avoiding the corner points where all factors are simultaneously at their extreme levels. This structure makes BBD particularly attractive when extreme-level combinations are physically impossible, costly, or unsafe to test.