Ensemble of metamodels : extensions of the least squares approach to efficient global optimization

Ensemble of metamodels : extensions of the least squares approach to efficient global optimization

Wallace G. Ferreira, Alberto L. Serpa

ARTIGO

Inglês

In this work we present LSEGO, an approach to drive efficient global optimization (EGO), based on LS (least squares) ensemble of metamodels. By means of LS ensemble of metamodels it is possible to estimate the uncertainty of the prediction with any kind of model (not only kriging) and provide an...

Fechado

Ensemble of metamodels : extensions of the least squares approach to efficient global optimization

Wallace G. Ferreira, Alberto L. Serpa


										

Ensemble of metamodels : extensions of the least squares approach to efficient global optimization

Wallace G. Ferreira, Alberto L. Serpa

    Fontes

    Structural and multidisciplinary optimization

    Vol. 57, no. 1 (Jan., 2018), p. 131-159