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基于优化的质量功能展开×响应面方法 (RSM)×
领域实验设计实验设计
方法族Process / pipelineHypothesis test
起源年份1990s–2000s (QFD base: ~1966)1951
提出者Yoji Akao (QFD); optimization extensions by various researchers (1990s–2000s)George E. P. Box & K. B. Wilson
类型Integrated engineering design methodSecond-order polynomial response surface model
开创性文献Akao, Y. (1990). Quality Function Deployment: Integrating Customer Requirements into Product Design. Productivity Press, Cambridge, MA. ISBN: 978-0915299416Box, 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 ↗
别名Optimization-integrated QFD, QFD with optimization, Mathematical programming QFD, OA-QFDRSM, Central Composite Design, Box-Behnken Design, CCD
相关47
摘要Optimization-assisted QFD extends the classic House of Quality framework by embedding mathematical optimization — linear programming, multi-objective optimization, or metaheuristics — directly into the QFD process. This allows engineers to simultaneously maximize customer satisfaction and minimize cost or resource constraints when setting target values for engineering characteristics, going beyond the largely subjective priority rankings of traditional QFD.Response 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.
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ScholarGate方法对比: Optimization-assisted quality function deployment · Response Surface Methodology. 于 2026-06-15 检索自 https://scholargate.app/zh/compare