Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: II International Scientific Conference "Advanced Technologies in Aerospace, Mechanical and Automation Engineering"; Krasnoyarsk; Krasnoyarsk
Год издания: 2020
Идентификатор DOI: 10.1088/1757-899X/734/1/012093
Аннотация: The paper considers a reduction of differential equations identification problem to the symbolic regression task. The current approach allows automatic determining the structure of a differential equation via the usage of the self-configuring genetic programming algorithm. The a priori information needed is only the dynamic system Показать полностьюinitial point and the sample of input and output effects. The stability of the proposed approach to the presence of noise in the sample and the small amount of data is investigated.
Журнал: IOP Conference Series: Materials Science and Engineering
Выпуск журнала: 734
Номера страниц: 12093
Издатель: Institute of Physics and IOP Publishing Limited