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Explicit Parameter-dependent Representations of Periodic Solutions for a Class of Nonlinear Systems
Author(s) -
J. Al-Ameri Mohammed,
Ivan Tyukin
Publication year - 2017
Publication title -
ifac-papersonline
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.308
H-Index - 72
eISSN - 2405-8971
pISSN - 2405-8963
DOI - 10.1016/j.ifacol.2017.08.714
Subject(s) - parameterized complexity , parametrization (atmospheric modeling) , nonlinear system , computation , mathematics , class (philosophy) , ordinary differential equation , scalability , estimation theory , computer science , differential equation , algorithm , mathematical analysis , artificial intelligence , physics , quantum mechanics , database , radiative transfer
We propose a method for deriving computationally efficient representations of periodic solutions of parameterized systems of nonlinear ordinary differential equations. These representations depend on parameters of the system explicitly, as quadratures of parameterized computable functions. The method applies to systems featuring both linear and nonlinear parametrization, and time-varying right-hand-side; it opens possibilities to invoke scalable parallel computations for numerical evaluation of solutions for various parameter values. Application of the method to parameter estimation problems is illustrated with constructing an algorithm for state and parameter estimation for the Morris-Lecar system.

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