title: Role of transient processes for reconstruction of model equations from time series.
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.
authors.affiliation: Institute of RadioEngineering and Electronics of Russian Academy of Sciences, Saratov Branch, Zelyonaya Str., 38, Saratov, 410019, Russia.
authors.forename: B P
authors.initials: BP
authors.lastname: Bezruchko
authors.forename: T V
authors.initials: TV
authors.lastname: Dikanev
authors.forename: D A
authors.initials: DA
authors.lastname: Smirnov