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多応答プロセス能力解析×多応答応答曲面法×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1993–1994 (foundational multivariate indices)1980 (Derringer & Suich desirability function); RSM roots ~1951 (Box & Wilson)
提唱者Taam, Subbaiah & Liddy (multivariate capability); Hubele, Shahriari & Cheng (MCpm)Derringer & Suich (desirability function approach); Myers & Montgomery (RSM framework)
種類Quantitative quality / process assessment methodExperimental optimization technique
原典Taam, W., Subbaiah, P., & Liddy, J. W. (1993). A note on multivariate capability indices. Journal of Applied Statistics, 20(3), 339–351. link ↗Derringer, G., & Suich, R. (1980). Simultaneous optimization of several response variables. Journal of Quality Technology, 12(4), 214–219. DOI ↗
別名MRPCA, multivariate process capability, multi-characteristic capability analysis, vector process capabilityMulti-response RSM, MRSM, Multi-objective RSM, Multiple response optimization
関連66
概要Multi-response process capability analysis extends classical single-response capability indices (Cp, Cpk) to situations where a process must simultaneously satisfy specification limits on two or more correlated quality characteristics. Rather than evaluating each response in isolation, it assesses the joint probability that all characteristics fall within their respective tolerance regions, yielding a more realistic picture of overall process performance in multi-characteristic manufacturing and engineering settings.Multi-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.
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ScholarGate手法を比較: Multi-response Process Capability Analysis · Multi-response Response Surface Methodology. 2026-06-15に以下より取得 https://scholargate.app/ja/compare