Title :
Metamodeling: a state of the art review
Author :
Barton, Russell R.
Author_Institution :
Dept. of Ind. & Manuf. Eng., Pennsylvania State Univ., University Park, PA, USA
Abstract :
The simulation community has used metamodels to study the behavior of computer simulations for over twenty-five years. The most popular techniques have been based on parametric polynomial response surface approximations. In this state of the art review, we present recent developments in this area, with a particular focus on new developments in the experimental designs employed.
Keywords :
digital simulation; modelling; computer simulations; metamodeling; parametric polynomial response surface approximations; simulation community; Computer simulation; Design for experiments; Manufacturing industries; Mathematical model; Metamodeling; Polynomials; Predictive models; Response surface methodology; Smoothing methods; Virtual manufacturing;
Conference_Titel :
Simulation Conference Proceedings, 1994. Winter
Print_ISBN :
0-7803-2109-X
DOI :
10.1109/WSC.1994.717134
