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» Bootstrapping and Validation of Metamodels in Simulation
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FDL
2007
IEEE
13 years 9 months ago
A Metamodeling based Framework for Architectural Modeling and Simulator Generation
Functional validation of microprocessors is growing in complexity in current and future microprocessors. The informal specification document from which the various collaterals are ...
Deepak Mathaikutty, Ajit Dingankar, Sandeep K. Shu...
WSC
2001
13 years 7 months ago
Analysis of simulation experiments by bootstrap resampling
This tutorial considers some very general procedures for analysing the results of a simulation experiment using bootstrap resampling. Bootstrapping has come to be recognised in st...
Russell C. H. Cheng
WSC
2007
13 years 8 months ago
Simulation metamodels for modeling output distribution parameters
Metamodels are functions with calibrated parameters, used actions and simplifications of the simulation model. A metamodel exposes the system’s input-output relationship and ca...
Isabel R. Santos, Pedro R. Santos
WSC
1997
13 years 7 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
2007
13 years 8 months ago
Regression models and experimental designs: a tutorial for simulation analysts
This tutorial explains the basics of linear regression metamodels—especially low-order polynomials—and the corresponding statistical designs—namely, fractional factorial des...
Jack P. C. Kleijnen