Space partitioning in engineering design via metamodel acceptance score distribution

@article{Hamad2007SpacePI,
  title={Space partitioning in engineering design via metamodel acceptance score distribution},
  author={Husam Hamad and Adnan M. Al-Smadi},
  journal={Engineering with Computers},
  year={2007},
  volume={23},
  pages={175-185}
}
Metamodels for simulators are used to reduce computational costs in engineering system design. In general, metamodels have different fit accuracy levels over different regions in the design variables space, especially for highly nonlinear responses over wide spaces. A metamodeling strategy should place less emphasis on sub regions in the design variables space requiring relatively less complex metamodels. In this paper, we present a graphically based methodology that can be used to partition… CONTINUE READING