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中心複合計画法による感度分析×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1951 (CCD); SA integration throughout 1970s–2000s1951
提唱者G. E. P. Box and K. B. Wilson (CCD); sensitivity analysis formalised within RSM by Montgomery and subsequent practitionersGeorge E. P. Box and K. B. Wilson
種類Quantitative experimental design with post-hoc sensitivity assessmentResponse surface experimental design
原典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. link ↗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SA-CCD, CCD sensitivity analysis, RSM sensitivity analysis, response surface sensitivity studyCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
関連43
概要Sensitivity analysis with Central Composite Design (CCD) combines a structured, space-filling experimental layout with a systematic examination of how much each input factor drives changes in the response. CCD supports estimation of a full quadratic response surface model; sensitivity analysis then interrogates that model to rank factors by influence, identify interactions, and map the performance landscape — guiding engineers and researchers toward robust operating conditions and efficient optimisation.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: Sensitivity analysis with central composite design · Central Composite Design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare