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| Thí nghiệm toàn yếu tố× | Phương pháp Bề mặt Đáp ứng (RSM)× | |
|---|---|---|
| Lĩnh vực | Thiết kế thí nghiệm | Thiết kế thí nghiệm |
| Họ≠ | Process / pipeline | Hypothesis test |
| Năm ra đời≠ | 1926 (Fisher's foundational paper); codified by the 1950s–1960s | 1951 |
| Người khởi xướng≠ | Ronald A. Fisher | George E. P. Box & K. B. Wilson |
| Loại≠ | Experimental design | Second-order polynomial response surface model |
| Công trình gốc≠ | Box, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley-Interscience. ISBN: 978-0471718130 | 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 khác≠ | full factorial design, complete factorial design, 2^k factorial design, FFD | RSM, Central Composite Design, Box-Behnken Design, CCD |
| Liên quan≠ | 6 | 7 |
| Tóm tắt≠ | A full factorial experiment runs every possible combination of all chosen factor levels, making it the gold standard for simultaneously estimating main effects, two-way interactions, and higher-order interactions among multiple independent variables. Introduced through Ronald Fisher's foundational work on factorial designs in the 1920s and systematised by Box, Hunter, and Montgomery, it provides complete information about how factors act individually and in combination on an outcome. | 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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