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长春光学精密机械与物... [1]
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会议论文 [1]
发表日期
2011 [1]
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Study of experimental design and Response Surface method for surrogate model of computational simulation (EI CONFERENCE)
会议论文
2nd Annual Conference on Electrical and Control Engineering, ICECE 2011, September 16, 2011 - September 18, 2011, Yichang, China
Xi R.
;
Jia H.
;
Xiao Q.
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提交时间:2013/03/25
While the high-precision simulation is widely used in science and technology
Design of Experiment (DOE) based on Response Surface (RS) method can be employed in surrogate model to reduce the cost and error. In order to illustrate the relationship between parameters and response features
several DOE methods and Response Surface (RS) method are studied. The author used polynomial regression and RBF neural network based on orthogonal array to build a rocket aerodynamic discipline surrogate model respectively which proved their feasibility. From the results of the test case
conclusion is drawn that characteristic as well as acclimatization of DOE methods and different approximation should be considered for different issues
so the factors of cost and accuracy could reach a balance synthetically. 2011 IEEE.
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