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Многокритериална методология на повърхността на отклика×Централен композитен дизайн×
ОбластПланиране на експериментаПланиране на експеримента
СемействоProcess / pipelineProcess / pipeline
Година на възникване1980 (Derringer & Suich desirability function); RSM roots ~1951 (Box & Wilson)1951
СъздателDerringer & Suich (desirability function approach); Myers & Montgomery (RSM framework)George E. P. Box and K. B. Wilson
ТипExperimental optimization techniqueResponse surface experimental design
Основополагащ източникDerringer, G., & Suich, R. (1980). Simultaneous optimization of several response variables. Journal of Quality Technology, 12(4), 214–219. 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 ↗
Други названияMulti-response RSM, MRSM, Multi-objective RSM, Multiple response optimizationCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Свързани63
РезюмеMulti-response Response Surface Methodology (MRSM) extends classical RSM to situations where an experiment generates two or more response variables that must be optimized simultaneously. Rather than tuning factor settings for a single output, MRSM fits a separate second-order polynomial model for each response, then combines them — most commonly via Derringer and Suich's desirability function — to find factor settings that satisfy all objectives at once.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.
ScholarGateНабор от данни
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  3. PUBLISHED
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ScholarGateСравнение на методи: Multi-response Response Surface Methodology · Central Composite Design. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare