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Проектування експериментів зі сумішами×Центральний композиційний план×
ГалузьПланування експериментуПланування експерименту
РодинаHypothesis testProcess / pipeline
Рік появи19581951
Автор методуHenry SchefféGeorge E. P. Box and K. B. Wilson
ТипConstrained mixture experimentResponse surface experimental design
Основоположне джерелоScheffé, H. (1958). Experiments with Mixtures. Journal of the Royal Statistical Society, Series B, 20(2), 344–360. 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. DOI ↗
Інші назвиmixture experiment, simplex-lattice design, simplex-centroid design, Scheffé mixture designCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Пов'язані43
ПідсумокMixture experiment design is a class of constrained experimental design in which the factors are the proportions of components in a blend, subject to the constraint that all proportions sum to one. The framework was formalised by Henry Scheffé in 1958 and covers simplex-lattice, simplex-centroid, and D-optimal mixture designs widely used in pharmaceutical formulation, food science, and materials research.Central 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.
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ScholarGateПорівняння методів: Mixture Design · Central Composite Design. Отримано 2026-06-17 з https://scholargate.app/uk/compare