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Методология на повърхността на отклика (RSM)×Латински квадрат и Гръко-латински квадрат×
ОбластПланиране на експериментаПланиране на експеримента
СемействоHypothesis testHypothesis test
Година на възникване19511935
СъздателGeorge E. P. Box & K. B. WilsonRonald A. Fisher
ТипSecond-order polynomial response surface modelParametric blocked ANOVA
Основополагащ източникBox, 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 ↗Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443
Други названияRSM, Central Composite Design, Box-Behnken Design, CCDLatin Square, Greco-Latin Square, Latin Kare ve Greco-Latin Kare Deseni
Свързани75
РезюмеResponse 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.The Latin square design is a blocked experimental design that simultaneously controls two independent nuisance factors — the row block and the column block — so that each treatment appears exactly once in every row and every column of an n×n arrangement. Formalised by Ronald A. Fisher in his 1935 monograph The Design of Experiments, the design dramatically reduces experimental error by absorbing variation from two extraneous sources before the treatment effects are estimated.
ScholarGateНабор от данни
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ScholarGateСравнение на методи: Response Surface Methodology · Latin Square Design. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare