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ロバスト中心直交計画法×Box-Behnken Design×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1951 (CCD); robust integration from 1980s–1990s1960
提唱者George E. P. Box & K. B. Wilson (CCD foundation); robust extension via Taguchi and Myers–Montgomery traditionGeorge E. P. Box and Donald W. Behnken
種類Experimental design with robust optimizationResponse surface design (incomplete three-level factorial)
原典Myers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (3rd ed.). Wiley. ISBN: 978-0470174463Box, 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Robust CCD, CCD with robust optimization, robust RSM with CCD, robust response surface CCDBBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design
関連43
概要Robust Central Composite Design (Robust CCD) combines the efficient quadratic fitting capability of the central composite design with robust optimization principles to find factor settings that simultaneously achieve a target mean response and minimize the effect of uncontrollable noise factors on response variability. It is widely applied in manufacturing, chemical engineering, and product development when both performance and consistency under real-world variation are critical.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: Robust Central Composite Design · Box-Behnken Design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare