A methodology for fitting and validating metamodels in simulation Free adult chat flirt sex

05-Nov-2019 13:43

There are several types of metamodel: linear regression, splines, neural networks, etc.

This paper distinguishes between fitting and validating a metamodel.

Several validation criteria, measures, and estimators are discussed.

Metamodels in general are covered, along with a procedure for developing linear regression (including polynomial) metamodels.

The methodological developments and statistical computing details which make this approach efficient are described in detail.

a methodology for fitting and validating metamodels in simulation-28

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a methodology for fitting and validating metamodels in simulation-44

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1 Despite the advances in computer capacity, the enormous computational cost of complex engineering simulations makes it impractical to rely exclusively on simulation for the purpose of design optimization.Classic design of experiments (DOE) is summarized, including standard measures of fit such as the R-square coefficient and cross-validation measures.

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