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系統Process / pipelineProcess / pipeline
提唱年1989–2000s1935
提唱者Multiple contributors; notably Sacks, Welch, Mitchell & Wynn (computer experiments); broader hybrid concept developed across 1980s–2000sRonald A. Fisher
種類Combined experimental design strategyExperimental planning framework
原典Santner, T. J., Williams, B. J., & Notz, W. I. (2003). The Design and Analysis of Computer Experiments. Springer. ISBN: 978-1441929921Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
別名hybrid DOE, combined experimental design, mixed experimental design, hybrid experimental strategyDOE, experimental design, factorial experimentation, planned experimentation
関連43
概要Hybrid design of experiments (hybrid DOE) combines two or more experimental design strategies within a single study to exploit the complementary strengths of each. Common combinations include factorial or fractional-factorial arrays paired with computer simulation runs, space-filling Latin hypercube designs merged with response surface augmentations, or Taguchi orthogonal arrays integrated with response surface methodology. The approach is widely used when a single design type cannot efficiently cover all phases of an engineering investigation — from screening through to optimization.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: Hybrid design of experiments · Design of experiments. 2026-06-20に以下より取得 https://scholargate.app/ja/compare