Abstract
This paper presents a novel approach for developing simulation metamodels using Gaussian radial basis functions. This approach is based on some recently developed mathematical results for radial basis functions. It is systematic, explicitly controls the underfilling and overfitting tradeoff, and uses a fast computational algorithm that requires minimal human involvement. This approach is illustrated by developing metamodels for the M/M/1 queueing system.
| Original language | English |
|---|---|
| Pages (from-to) | 483-488 |
| Number of pages | 6 |
| Journal | Winter Simulation Conference Proceedings |
| Volume | 1 |
| State | Published - 2002 |
| Event | Proceedings of the 2002 Winter Simulation Conference - San Diego, CA, United States Duration: 8 Dec 2002 → 11 Dec 2002 |