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Role of transient processes for reconstruction of model equations from time series
B P Bezruchko1, T V Dikanev, D A Smirnov
1Institute of RadioEngineering and Electronics of Russian Academy of Sciences, Saratov Branch, Zelyonaya Str., 38, Saratov, 410019, Russia.
Abstract:
We perform a global reconstruction of differential and difference equations, which model an object in a wide domain of a phase space, from a time series. The efficiency of using time realizations of transient processes for this purpose is demonstrated. Time series of transients are shown to have some advantages for the realization of a procedure of model structure optimization.