Numerical Investigation of the Optimal Measurement for a Semilinear Descriptor System with the Showalter-Sidorov Condition: Algorithm and Computational Experiment
Author(s):
Natalia Alexandrovna Manakova
South Ural State University,
Professor of the Department of Equations of Mathematical Physics,
Doctor of Physical and Mathematical Sciences
manakovana@susu.ru
Olga Gavrilova
South Ural State University,
Senior Lecturer of the Department of Equations of Mathematical Physics
gavrilovaov@susu.ru
Ksenia Vladimirovna Perevozchikova
South Ural State University,
Assistant of the Department of Equations of Mathematical Physics
vasiuchkovakv@susu.ru
Abstract:
The article deals with the problem of optimal measurement
for a semilinear descriptor system with a distinguished linear part and a
nonlinear term unsolved with respect to the derivative of the unknown
vector function with the Showalter–Sidorov initial condition. Basing on the
methods of the theory of optimal control we found sufficient conditions
for the existence of solutions of the optimal measurement problem –
the problem of recovering a dynamically distorted signal from a measuring device.
An algorithm for finding a numerical solution uses the methods of decomposition,
penalty and the Ritz method as well. The algorithm is based on the representation
of the measurement components by polynomials of a given degree,
which allows reducing the optimal control problem to a computer programming
problem with respect to the unknown coefficients of the polynomials.
As an example of a sensor we consider Fitz Hugh – Nagumo oscilloscope
described by a nonlinear descriptor system. Computational experiments
for the considered sensor model are presented.
Keywords
- descriptor systems
- mathematical model of the optimal measurement
- optimal control problem
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