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シミュレーション支援ボックス・ベンケン法×シミュレーション支援完全実施計画×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1960 (base design); simulation-assisted application developed from the 1990s onward1990s–2000s (simulation-DOE integration formalized)
提唱者Box-Behnken (1960) for the base design; simulation integration emerged from computer experiment methodology in the 1980s-2000sMontgomery (DOE foundations); Kleijnen (simulation DOE formalization)
種類Simulation-integrated response surface designExperimental design with computer simulation
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 ↗Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119113478
別名SA-BBD, computer-aided Box-Behnken design, simulation-based BBD, virtual Box-Behnken designSA-FFD, computer simulation full factorial, virtual full factorial design, simulation-based full factorial DOE
関連44
概要Simulation-assisted Box-Behnken design couples the three-level, near-spherical Box-Behnken experimental matrix with computer simulation models — such as finite-element analysis, computational fluid dynamics, or discrete-event simulation — to map how multiple controllable factors jointly affect one or more output responses, while eliminating the need for costly or hazardous physical prototype fabrication at every design point.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.
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ScholarGate手法を比較: Simulation-assisted Box-Behnken design · Simulation-assisted full factorial design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare