Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Workshop on Mathematical Models and their Applications 2016, IWMMA 2016; Krasnoyarsk; Krasnoyarsk
Год издания: 2017
Идентификатор DOI: 10.1088/1757-899X/173/1/012015
Аннотация: This study is focused on solving an inverse mathematical modelling problem for dynamical systems based on observation data and control inputs. The mathematical model is being searched in the form of a linear differential equation, which determines the system with multiple inputs and a single output, and a vector of the initial poinПоказать полностьюt coordinates. The described problem is complex and multimodal and for this reason the proposed evolutionary-based optimization technique, which is oriented on a dynamical system identification problem, was applied. To improve its performance an algorithm restart operator was implemented.
Журнал: IOP Conference Series: Materials Science and Engineering
Выпуск журнала: 173
Номера страниц: 012015
Издатель: Institute of Physics Publishing