Title :
Statistical approach to the problem of global reconstruction
Author :
Pavlov, Alexey N. ; Janson, Natalia B. ; Anishchenko, Vadim S.
Author_Institution :
Dept. of Phys., Saratov State Univ., Russia
Abstract :
The possibility for global reconstruction of dynamical systems on experimental data taking into account the statistics of the fitted coefficients in the model sought is analysed. The problem of adequacy of mathematical description obtained and the task of constructing the model equations using the time series of transient processes are discussed
Keywords :
signal reconstruction; statistical analysis; time series; dynamical systems; fitted coefficients; global reconstruction; statistical approach; time series; transient processes; Approximation algorithms; Electrocardiography; Equations; Evolution (biology); Humans; Laboratories; Mathematical model; Physics; Polynomials; Robustness;
Conference_Titel :
Control of Oscillations and Chaos, 1997. Proceedings., 1997 1st International Conference
Conference_Location :
St. Petersburg
Print_ISBN :
0-7803-4247-X
DOI :
10.1109/COC.1997.631354
