Process / pipelineEngineering methods
基于仿真的响应面方法
基于仿真的响应面方法（SA-RSM）将计算机仿真模型——如有限元分析、计算流体动力学或离散事件仿真——与响应面方法的统计框架相结合，以有效地映射、建模和优化系统响应。研究人员不运行物理实验，而是在RSM设计指定的点上执行仿真运行，拟合一个多项式元模型（代理模型）到仿真输出，并使用该元模型来定位最优因子设置。
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来源
- Myers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2016). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (4th ed.). Wiley. ISBN: 978-1118916025
- Kleijnen, J. P. C. (2008). Design and Analysis of Simulation Experiments. Springer. ISBN: 978-0387718125
如何引用本页
ScholarGate. (2026, June 3). Simulation-Assisted Response Surface Methodology. ScholarGate. https://scholargate.app/zh/experimental-design/simulation-assisted-response-surface-methodology
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Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Box-Behnken Design实验设计↔ compare
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- 优化辅助响应面方法实验设计↔ compare
- 响应面方法 (RSM)实验设计↔ compare
- 稳健响应曲面法实验设计↔ compare