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» Optimization by Simulation Metamodelling Methods
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WSC
1997
13 years 6 months ago
Automating the Metamodeling Process
Model abstraction using metamodeling has demonstrated the capability to facilitate software reuse, large scale model integration, verification, and validation. Once restricted to...
Don Caughlin
WSC
2008
13 years 7 months ago
Stochastic kriging for simulation metamodeling
We extend the basic theory of kriging, as applied to the design and analysis of deterministic computer experiments, to the stochastic simulation setting. Our goal is to provide fl...
Bruce E. Ankenman, Barry L. Nelson, Jeremy Staum
WSC
1997
13 years 6 months ago
Design of Experiments for Fitting Subsystem Metamodels
For complex systems, traditional methods of experiencebased design are ineffective: the design task must be supported by simulations. Conceptual design and system-level detailed d...
Russell R. Barton
ISQED
2011
IEEE
240views Hardware» more  ISQED 2011»
12 years 8 months ago
Fast optimization of nano-CMOS mixed-signal circuits through accurate metamodeling
—Design optimization methodologies for AMS-SoCs with analog, digital, and mixed-signal portions have not received significant attention, due to their high complexity. In mixed-s...
Oleg Garitselov, Saraju P. Mohanty, Elias Kougiano...
CCGRID
2006
IEEE
13 years 11 months ago
Integrating Gridcomputing and Metamodeling
Simulation and optimization of complex mechanical and electronical systems is a very time consuming and computationally intensive task. Therefore, metamodeling techniques are ofte...
Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, T...