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シミュレーション支援完全実施計画×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1990s–2000s (simulation-DOE integration formalized)1951
提唱者Montgomery (DOE foundations); Kleijnen (simulation DOE formalization)George E. P. Box and K. B. Wilson
種類Experimental design with computer simulationResponse surface experimental design
原典Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119113478Box, 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-FFD, computer simulation full factorial, virtual full factorial design, simulation-based full factorial DOECCD, Box-Wilson design, central composite response surface design, rotatable central composite design
関連43
概要Simulation-assisted full factorial design integrates full factorial design of experiments (DOE) with computer simulation models — such as discrete-event simulation, finite element analysis, or Monte Carlo methods — to systematically explore every combination of factor levels and quantify their effects on system responses. It enables comprehensive experimentation in contexts where physical trials would be costly, dangerous, or infeasible.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: Simulation-assisted full factorial design · Central Composite Design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare