Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer

Résultats de recherche: Contribution dans un livre/un catalogue/un rapport/dans les actes d'une conférenceArticle dans les actes d'une conférence/un colloque

Résumé

We aim at improving extended dynamic mode decomposition that allows to linearize nonlinear systems.
Indeed, the EDMD algorithm provides a finite-dimensional representation of the Koopman operator.
Finally, the reservoir computer is trained to produce an efficient dictionary
langue originaleAnglais
titre38th Benelux Meeting on Systems and Control
Sous-titreBook of Abstracts
Pages42
Nombre de pages211
étatPublié - 19 mars 2019

Empreinte digitale

Glossaries
Nonlinear systems
Decomposition

Citer ceci

Gulina, M., & Mauroy, A. (2019). Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer. Dans 38th Benelux Meeting on Systems and Control: Book of Abstracts (p. 42)
Gulina, Marvyn ; Mauroy, Alexandre. / Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer. 38th Benelux Meeting on Systems and Control: Book of Abstracts. 2019. p. 42
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Gulina, M & Mauroy, A 2019, Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer. Dans 38th Benelux Meeting on Systems and Control: Book of Abstracts. p. 42.

Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer. / Gulina, Marvyn; Mauroy, Alexandre (Promoteur).

38th Benelux Meeting on Systems and Control: Book of Abstracts. 2019. p. 42.

Résultats de recherche: Contribution dans un livre/un catalogue/un rapport/dans les actes d'une conférenceArticle dans les actes d'une conférence/un colloque

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Gulina M, Mauroy A. Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer. Dans 38th Benelux Meeting on Systems and Control: Book of Abstracts. 2019. p. 42