surrogate response 中文意思是什麼
surrogate response
解釋
代替反應-
This article describes the development process of surrogate models and introduces some experiment design methods and approximation approaches that can be used for a mdo surrogate model, they are full factorial experiment design, orthogonal experiment design, uniform experiment design, central - composite experiment design, and polynomial response surface method, kriging method, radial basis function method and artificial neural network
為此本文中分別介紹了正交試驗，均勻試驗以及中心復合試驗等幾種試驗設計方法，以及多項式響應面， kriging ，和徑向基函數等幾種數學近似方法。並且通過構造描述機翼展向升力分佈的代理模型，對上述幾種方法作了對比分析。 -
Response surface and support vector machines are adopted to approximate the actual models in view of the quality characteristics of a product and the related design parameters, which ensures the accuracy and efficiency of constructing the surrogate models in the case of limited samples
該方法採用響應面和支持向量機來逼近產品質量特性與其影響因素的關系模型，保證了在有限樣本條件下的建模效率和精度。
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