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Optimalizačně asistovaný centrální kompozitní design×Metodologie ploch odezvy (RSM)×
OborPlánování experimentůPlánování experimentů
RodinaProcess / pipelineHypothesis test
Rok vzniku1951 (CCD); optimization coupling formalized 1970s–1990s1951
TvůrceBox & Wilson (CCD, 1951); optimization integration by Myers, Montgomery & colleaguesGeorge E. P. Box & K. B. Wilson
TypExperimental design with mathematical optimizationSecond-order polynomial response surface model
Původní zdrojMyers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (3rd ed.). Wiley. ISBN: 978-0470174463Box, 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 with optimization, optimized CCD, RSM-CCD optimization, central composite design with response optimizationRSM, Central Composite Design, Box-Behnken Design, CCD
Příbuzné37
ShrnutíOptimization-assisted central composite design (CCD) combines the rotatable, second-order experimental layout of central composite design with mathematical optimization algorithms — typically desirability functions, response surface optimization, or metaheuristics — to find the factor settings that simultaneously maximize, minimize, or hit target values for one or more response variables. It is the most widely applied response-surface optimization workflow in chemical, pharmaceutical, food science, and manufacturing engineering.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: Optimization-assisted central composite design · Response Surface Methodology. Získáno 2026-06-17 z https://scholargate.app/cs/compare