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Model selection for hybrid dynamical systems via sparse regression

Hybrid systems are traditionally difficult to identify and analyse using classical dynamical systems theory. Moreover, recently developed model identification methodologies largely focus on identifying a single set of governing equations solely from measurement data. In this article, we develop a ne...

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Bibliografiske detaljer
Udgivet i:Proc Math Phys Eng Sci
Main Authors: Mangan, N. M., Askham, T., Brunton, S. L., Kutz, J. N., Proctor, J. L.
Format: Artigo
Sprog:Inglês
Udgivet: The Royal Society Publishing 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6451978/
https://ncbi.nlm.nih.gov/pubmed/31007544
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rspa.2018.0534
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