Carregant...

Sparse identification of nonlinear dynamics for model predictive control in the low-data limit

Data-driven discovery of dynamics via machine learning is pushing the frontiers of modelling and control efforts, providing a tremendous opportunity to extend the reach of model predictive control (MPC). However, many leading methods in machine learning, such as neural networks (NN), require large v...

Descripció completa

Guardat en:
Dades bibliogràfiques
Publicat a:Proc Math Phys Eng Sci
Autors principals: Kaiser, E., Kutz, J. N., Brunton, S. L.
Format: Artigo
Idioma:Inglês
Publicat: The Royal Society Publishing 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6283900/
https://ncbi.nlm.nih.gov/pubmed/30839858
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rspa.2018.0335
Etiquetes: Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!