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Hybrid Box-Behnken Design×Centrálny kompozitný dizajn×
OdborPlánovanie experimentovPlánovanie experimentov
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1960 (standard BBD); hybrid variants developed from 1970s onward1951
TvorcaBox & Behnken (1960), extended by various authors for hybrid configurationsGeorge E. P. Box and K. B. Wilson
TypResponse surface experimental designResponse surface experimental design
Pôvodný zdrojBox, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455–475. DOI ↗Box, G. E. P., & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society: Series B, 13(1), 1–45. DOI ↗
Ďalšie názvyHybrid BBD, augmented Box-Behnken design, modified Box-Behnken design, extended BBDCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Príbuzné43
ZhrnutieThe Hybrid Box-Behnken Design (Hybrid BBD) is a three-level response surface design that extends the classical Box-Behnken Design by incorporating additional design points — such as axial, face-centered, or space-filling runs — to improve estimation efficiency, handle larger factor sets, or achieve better predictive coverage. It retains BBD's avoidance of extreme corner runs while gaining the flexibility needed for complex engineering optimization problems.Central Composite Design (CCD) is a second-order response surface design that allows researchers to efficiently fit a full quadratic model relating multiple continuous input factors to one or more response variables. Introduced by Box and Wilson in 1951, it combines a factorial (or fractional factorial) core, axial (star) points, and center-point replicates into a single unified design, making it the most widely used design for process optimization in engineering, chemistry, and manufacturing.
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ScholarGatePorovnať metódy: Hybrid Box-Behnken Design · Central Composite Design. Získané 2026-06-19 z https://scholargate.app/sk/compare