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Guidelines and techniques for comparing system observations with multiple sets of simulation results

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3 Author(s)
Anagnostopoulos, Dimosthenis ; Dept. of Inf., Athens Univ., Greece ; Dalakas, V. ; Nikolaidou, Mara

Using simulation to support reaching conclusions for real-time processes imposes that models are thoroughly validated. This paper discusses widely adopted techniques for testing the validity of simulation results against real observations and proposes a more effective comparison technique for the case where a single system data set and multiple model data sets are available. To apply this technique, we consider the system data set as a discrete signal and use M-fold decimation, fulfilling the essential requirements Imposed according to signal processing theory. Experimental results are also presented to exhibit the applicability and effectiveness of the proposed technique.

Published in:

Systems, Man and Cybernetics, 2002 IEEE International Conference on  (Volume:7 )

Date of Conference:

6-9 Oct. 2002