On the Acceleration of Simulation Modeling

The problem solved by the machine simulation method in the study of technical systems with a distributed structure is discussed. The complex application of a stratified sample and balanced modeling in the evaluation of rare events makes it possible to significantly reduce the tests number without lo...

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Bibliographic Details
Published in2019 XXII International Conference on Soft Computing and Measurements (SCM) pp. 45 - 47
Main Authors Kutuzov, O.I., Tatarnikova, T. M.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2019
Subjects
balanced layered modeling
efficiency by experiments number
experiments number
Monte Carlo method
rare events estimation
simulation modeling acceleration
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DOI10.1109/SCM.2019.8903785

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Summary:The problem solved by the machine simulation method in the study of technical systems with a distributed structure is discussed. The complex application of a stratified sample and balanced modeling in the evaluation of rare events makes it possible to significantly reduce the tests number without losing the accuracy of the analyzed system characteristics under study.
DOI:10.1109/SCM.2019.8903785