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Authors: Ivan Ryzhikov and Eugene Semenkin

Affiliation: Siberian State Aerospace University, Russian Federation

ISBN: 978-989-8565-20-4

ISSN: 2184-2841

Keyword(s): Linear Dynamic System, Linear Differential Equation, Evolutionary Strategies, Parameters Identification Problem, Structure Identification.

Related Ontology Subjects/Areas/Topics: Dynamical Systems Models and Methods ; Formal Methods ; Optimization Issues ; Simulation and Modeling

Abstract: The approach to dynamic system modelling in the linear differential equations form is presented. The given approach fits the identification problems with the system output observations sample and the input sample even if the output data is distorted by a noise. The structure and parameters identification problem is reduced to a global optimization problem, so that every solution consists of the model structure and its parameters. This allows searching the analytical model in the ordinary differential equation form with any limited order. The analytical model delivers a special benefit in its further use in the control and behaviour estimation problem.

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Paper citation in several formats:
Ryzhikov, I. and Semenkin, E. (2012). The Application of Evolutionary Algorithm for the Linear Dynamic System Modelling. In Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH, ISBN 978-989-8565-20-4; ISSN 2184-2841, pages 234-237. DOI: 10.5220/0004060402340237

@conference{simultech12,
author={Ivan Ryzhikov. and Eugene Semenkin.},
title={The Application of Evolutionary Algorithm for the Linear Dynamic System Modelling},
booktitle={Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH,},
year={2012},
pages={234-237},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004060402340237},
isbn={978-989-8565-20-4},
issn={2184-2841},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH,
TI - The Application of Evolutionary Algorithm for the Linear Dynamic System Modelling
SN - 978-989-8565-20-4
IS - 2184-2841
AU - Ryzhikov, I.
AU - Semenkin, E.
PY - 2012
SP - 234
EP - 237
DO - 10.5220/0004060402340237

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