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Centrální kompozitní design×Metodologie ploch odezvy (RSM)×
OborPlánování experimentůPlánování experimentů
RodinaProcess / pipelineHypothesis test
Rok vzniku19511951
TvůrceGeorge E. P. Box and K. B. WilsonGeorge E. P. Box & K. B. Wilson
TypResponse surface experimental designSecond-order polynomial response surface model
Původní zdrojBox, 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 ↗
Další názvyCCD, Box-Wilson design, central composite response surface design, rotatable central composite designRSM, Central Composite Design, Box-Behnken Design, CCD
Příbuzné37
ShrnutíCentral 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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ScholarGatePorovnat metody: Central Composite Design · Response Surface Methodology. Získáno 2026-06-17 z https://scholargate.app/cs/compare