A balanced sequential design strategy for global surrogate modeling

Abstract

The sequential design methodology for global surrogate modeling of complex systems consists of iteratively training the model on a growing set of samples. Sample selection is a critical step in the process and influences the final quality of the model. It is desirable to use as few samples as possible while building an accurate model using insight gained in… (More)

2 Figures and Tables

Cite this paper

@article{Singh2013ABS, title={A balanced sequential design strategy for global surrogate modeling}, author={Prashant Singh and Dirk Deschrijver and Tom Dhaene}, journal={2013 Winter Simulations Conference (WSC)}, year={2013}, pages={2172-2179} }