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Thiết kế Lập phương Trung tâm×Phương pháp Bề mặt Đáp ứng (RSM)×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineHypothesis test
Năm ra đời19511951
Người khởi xướngGeorge E. P. Box and K. B. WilsonGeorge E. P. Box & K. B. Wilson
LoạiResponse surface experimental designSecond-order polynomial response surface model
Công trình gốcBox, 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 ↗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 khácCCD, Box-Wilson design, central composite response surface design, rotatable central composite designRSM, Central Composite Design, Box-Behnken Design, CCD
Liên quan37
Tóm tắtCentral 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.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: Central Composite Design · Response Surface Methodology. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare