방법 비교

	Box-Behnken 설계 기반 민감도 분석	Box-Behnken Design
분야	실험설계	실험설계
계열	Process / pipeline	Process / pipeline
기원 연도	1960 (BBD); sensitivity integration formalized 2000s–2010s	1960
창시자	Box & Behnken (design, 1960); Saltelli et al. (sensitivity framework, 2000s)	George E. P. Box and Donald W. Behnken
유형	Integrated experimental-design and sensitivity-analysis technique	Response surface design (incomplete three-level factorial)
원전	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.
별칭	SA-BBD, Box-Behnken sensitivity analysis, BBD with sensitivity analysis, sensitivity-augmented Box-Behnken design	BBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design
관련	5	3
요약	Sensitivity analysis with Box-Behnken design combines a resource-efficient three-level response surface experiment with a systematic assessment of how much each input factor drives variation in the response. The Box-Behnken design (BBD) fits a second-order polynomial model using fewer runs than a full central composite design, while the overlaid sensitivity analysis quantifies each factor's relative influence — helping engineers and researchers distinguish the vital few drivers from the inconsequential many.	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.