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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)×Box-Behnken Design×
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 onward1960
提唱者Box & Behnken (1960), extended by various authors for hybrid configurationsGeorge E. P. Box and Donald W. Behnken
種類Response surface experimental designResponse surface design (incomplete three-level factorial)
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., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455–475. DOI ↗
別名Hybrid BBD, augmented Box-Behnken design, modified Box-Behnken design, extended BBDBBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial 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.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.
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ScholarGate手法を比較: Hybrid Box-Behnken Design · Box-Behnken Design. 2026-06-19に以下より取得 https://scholargate.app/ja/compare