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Симуляційно-допоміжний дизайн Бокса-Бенкена×Повнофакторний експериментальний дизайн із підтримкою симуляції×
ГалузьПланування експериментуПланування експерименту
РодинаProcess / pipelineProcess / pipeline
Рік появи1960 (base design); simulation-assisted application developed from the 1990s onward1990s–2000s (simulation-DOE integration formalized)
Автор методуBox-Behnken (1960) for the base design; simulation integration emerged from computer experiment methodology in the 1980s-2000sMontgomery (DOE foundations); Kleijnen (simulation DOE formalization)
ТипSimulation-integrated response surface designExperimental design with computer simulation
Основоположне джерелоBox, 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
Інші назвиSA-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
Пов'язані44
ПідсумокSimulation-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.
ScholarGateНабір даних
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  3. PUBLISHED
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ScholarGateПорівняння методів: Simulation-assisted Box-Behnken design · Simulation-assisted full factorial design. Отримано 2026-06-18 з https://scholargate.app/uk/compare