方法证据记录
Simulation-assisted fractional factorial design
Simulation-assisted fractional factorial design (SA-FFD) combines the statistical efficiency of fractional factorial experimentation with computerized simulation models to screen and estimate factor effects when physical experiments are too costly, hazardous, or time-consuming. A carefully chosen subset of factor-level combinations — the fractional factorial array — is executed inside a validated simulation model instead of (or alongside) a real process, dramatically reducing resource requirements while preserving the ability to identify main effects and low-order interactions.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Simulation-Assisted Fractional Factorial Design
分类方法记录 · process-pipeline / experimental-design
- Kleijnen, J. P. C. (2008). Design and Analysis of Simulation Experiments. Springer. · ISBN 978-0387718125
- Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. · ISBN 978-1119113478
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