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Vícerozměrná metoda Six Sigma DMAIC×Plánování experimentů×
OborPlánování experimentůPlánování experimentů
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2000s–2010s (applied integration era)1935
TvůrceExtension of Six Sigma DMAIC (Motorola/Mikel Harry); multi-response adaptation developed by quality engineering communityRonald A. Fisher
TypProcess improvement methodology with multi-objective optimizationExperimental planning framework
Původní zdrojHarry, M., & Schroeder, R. (2000). Six Sigma: The Breakthrough Management Strategy Revolutionizing the World's Top Corporations. Doubleday. ISBN: 978-0385494090Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
Další názvyMR-DMAIC, multi-response DMAIC, multi-criteria Six Sigma, multi-objective DMAICDOE, experimental design, factorial experimentation, planned experimentation
Příbuzné53
ShrnutíMulti-response Six Sigma DMAIC extends the classic Define-Measure-Analyze-Improve-Control framework to situations where a process must satisfy several quality characteristics simultaneously. Rather than optimizing a single output, the methodology integrates multi-response optimization techniques — such as desirability functions, TOPSIS, or weighted signal-to-noise ratios — within the Analyze and Improve phases to identify factor settings that jointly meet all quality targets.Design of Experiments (DOE) is a systematic framework for planning, conducting, and analyzing controlled experiments to determine how multiple input factors simultaneously affect one or more responses. Introduced by Ronald A. Fisher in 1935, DOE allows researchers and engineers to identify causal relationships, quantify factor effects, and find optimal settings efficiently — using far fewer runs than one-factor-at-a-time approaches. It is foundational in engineering, manufacturing, agriculture, and applied sciences.
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ScholarGatePorovnat metody: Multi-response Six Sigma DMAIC · Design of experiments. Získáno 2026-06-19 z https://scholargate.app/cs/compare