Title :
Simulation metamodels
Author :
Barton, Russell R.
Author_Institution :
Dept. of Ind. & Manage. Syst. 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. The article discusses developments in this area, including alternative metamodel types and experimental designs
Keywords :
bibliographies; design of experiments; digital simulation; modelling; surface fitting; alternative metamodel types; computer simulation behavior; experimental designs; parametric polynomial response surface approximations; simulation community; simulation metamodels; Computational modeling; Computer simulation; Design for experiments; Least squares approximation; Manufacturing industries; Mathematical model; Metamodeling; Polynomials; Predictive models; Response surface methodology;
Conference_Titel :
Simulation Conference Proceedings, 1998. Winter
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5133-9
DOI :
10.1109/WSC.1998.744912
