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Erschienen in:
2013 | OriginalPaper | Buchkapitel
3. Response Surface Modelling
verfasst von : Marco Cavazzuti
Erschienen in: Optimization Methods
Verlag: Springer Berlin Heidelberg
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Abstract
Response surface modelling is introduced and its bond to design of experiments is discussed. Several RSM techniques are presented from a theoretical point of view throughout the chapter. Among the various techniques described the typical approximation by least squares method is found, as well as the different weighted-average interpolating methods such as Kriging, Gaussian processes, radial basis functions, neural networks. In the conclusions the aspects to be kept in mind when choosing the most suitable RSM are discussed. A few examples of DOE\(+\)RSM coupling are presented and discussed for a simple test case.