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ハイブリッドボックス・ベンケン計画(Hybrid Box-Behnken Design, Hybrid BBD)×中心複合計画法×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1960 (standard BBD); hybrid variants developed from 1970s onward1951
提唱者Box & Behnken (1960), extended by various authors for hybrid configurationsGeorge E. P. Box and K. B. Wilson
種類Response surface experimental designResponse surface experimental design
原典Box, 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 ↗
別名Hybrid BBD, augmented Box-Behnken design, modified Box-Behnken design, extended BBDCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
関連43
概要The 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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ScholarGate手法を比較: Hybrid Box-Behnken Design · Central Composite Design. 2026-06-19に以下より取得 https://scholargate.app/ja/compare