LTI system order reduction approach based on asymptotical equivalence and the Co-operation of biology-related algorithms : доклад, тезисы доклада | Научно-инновационный портал СФУ

LTI system order reduction approach based on asymptotical equivalence and the Co-operation of biology-related algorithms : доклад, тезисы доклада

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/173/1/012014

Аннотация: A novel order reduction method for linear time invariant systems is described. The method is based on reducing the initial problem to an optimization one, using the proposed model representation, and solving the problem with an efficient optimization algorithm. The proposed method of determining the model allows all the parameters of the model with lower order to be identified and by definition, provides the model with the required steady-state. As a powerful optimization tool, the meta-heuristic Co-Operation of Biology-Related Algorithms was used. Experimental results proved that the proposed approach outperforms other approaches and that the reduced order model achieves a high level of accuracy.

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Издание

Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: 173

Номера страниц: 012014

Издатель: Institute of Physics Publishing

Авторы

  • Ryzhikov I.S. (Siberian State Aerospace University)
  • Semenkin E.S. (Siberian State Aerospace University)
  • Akhmedova S.A. (Siberian State Aerospace University)

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