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Seventh IEEE International Symposium on Distributed Simulation and Real-Time Applications
Executing a Minimum Number of Replications to Support the Reliability of FRTS Predictions
Delft, The Netherlands
October 23-October 25
ISBN: 0-7695-2036-7
Dimosthenis Anagnostopoulos, Harokopio University of Athens
Mara Nikolaidou, University of Athens
In faster-than-real-time simulation (FRTS), a valid model may be maintained in real time through comparing simulation results with the corresponding system observations at regular time intervals. As, in the general case, simulation does not reach a steady state within each such interval, experiments must involve multiple replications, which must be completed (i.e. reach predictions) within the given time. In the past, methods have been introduced for examining the possibility of executing a specific number of replications, based on measurements obtained from a number of initial replications. We discuss how such a method may be applied, both in sequential and distributed simulation, for determining the maximum number of replications that may be executed in the given time. Nevertheless, n may be less than a minimum nmin required to support the reliability of results. To deal with this case, we need to decrease the time period for which predictions are made, to save up execution time. We propose method extensions for determining the time interval for which results may be reached by nmin replications. Experimental results from various models are presented to substantiate the validity and effectiveness of the proposed method.
Citation:
Dimosthenis Anagnostopoulos, Mara Nikolaidou, "Executing a Minimum Number of Replications to Support the Reliability of FRTS Predictions," ds-rt, pp.138, Seventh IEEE International Symposium on Distributed Simulation and Real-Time Applications, 2003
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