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Thí nghiệm yếu tố×Phương pháp Bề mặt Đáp ứng (RSM)×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineHypothesis test
Năm ra đời1926–19351951
Người khởi xướngRonald A. FisherGeorge E. P. Box & K. B. Wilson
LoạiQuantitative experimental designSecond-order polynomial response surface model
Công trình gốcFisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. 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. link ↗
Tên gọi khácfactorial design, factorial ANOVA design, multi-factor experiment, crossed-factor designRSM, Central Composite Design, Box-Behnken Design, CCD
Liên quan67
Tóm tắtA factorial experiment is an experimental design in which two or more independent variables (factors) are manipulated simultaneously, and every combination of their levels is tested. Introduced by Ronald Fisher in the 1920s–1930s, it is the standard approach whenever a researcher needs to detect not only the main effect of each factor but also whether the effect of one factor depends on the level of another — the interaction effect.Response Surface Methodology is a collection of statistical and mathematical techniques for building an empirical second-order polynomial model that relates a continuous response variable to two or more controllable input factors, and then locating the factor settings that optimize that response. The approach was introduced by George E. P. Box and K. B. Wilson in their landmark 1951 paper and has since become a cornerstone of process optimization across engineering, chemistry, food science, and pharmaceutics.
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ScholarGateSo sánh phương pháp: Factorial Experiment · Response Surface Methodology. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare