Introduction to the Koopman operator in Systems and Control

Alexandre Mauroy, Yoshihiko Susuki

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

The Koopman operator is a linear, infinite-dimensional operator defined for a nonlinear dynamical system. Through this linear operator, we can exploit established linear techniques (e.g. linear algebra, function analysis, operator theory) to tackle a wide variety of nonlinear problems in systems and control. In this paper, we present some research challenges in Koopman operator approach to nonlinear systems theory and control. Our discussion begins with a review of the current status of this approach—definitions of the Koopman operators for systems without/with inputs. We then pose distinct problems on identification, structural analysis, controller design, and computation related to Koopman operator theory in nonlinear control systems.
langue originaleAnglais
titreProceedings of the SICE Conference
Pages59-63
Nombre de pages5
étatPublié - sept. 2018

Empreinte digitale

Operator Theory
Operator
Nonlinear Control Systems
Nonlinear Dynamical Systems
Structural Analysis
Systems Theory
Linear algebra
Controller Design
Linear Operator
Nonlinear Problem
Nonlinear Systems
Distinct
Review

Citer ceci

Mauroy, A., & Susuki, Y. (2018). Introduction to the Koopman operator in Systems and Control. Dans Proceedings of the SICE Conference (p. 59-63)
Mauroy, Alexandre ; Susuki, Yoshihiko. / Introduction to the Koopman operator in Systems and Control. Proceedings of the SICE Conference. 2018. p. 59-63
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Mauroy, A & Susuki, Y 2018, Introduction to the Koopman operator in Systems and Control. Dans Proceedings of the SICE Conference. p. 59-63.

Introduction to the Koopman operator in Systems and Control. / Mauroy, Alexandre; Susuki, Yoshihiko.

Proceedings of the SICE Conference. 2018. p. 59-63.

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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Mauroy A, Susuki Y. Introduction to the Koopman operator in Systems and Control. Dans Proceedings of the SICE Conference. 2018. p. 59-63