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Multi-response Six Sigma DMAIC×実験計画法×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年2000s–2010s (applied integration era)1935
提唱者Extension of Six Sigma DMAIC (Motorola/Mikel Harry); multi-response adaptation developed by quality engineering communityRonald A. Fisher
種類Process improvement methodology with multi-objective optimizationExperimental planning framework
原典Harry, 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 ↗
別名MR-DMAIC, multi-response DMAIC, multi-criteria Six Sigma, multi-objective DMAICDOE, experimental design, factorial experimentation, planned experimentation
関連53
概要Multi-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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ScholarGate手法を比較: Multi-response Six Sigma DMAIC · Design of experiments. 2026-06-19に以下より取得 https://scholargate.app/ja/compare