Data-driven control of complex networks

Controlling the behavior of a complex network usually requires a knowledge of the network dynamics. Baggio et al. propose a data-driven framework to control a complex dynamical network, effective for non-complete or random datasets, which is of relevance for power grids and neural networks.

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Detalles Bibliográficos
Autores principales:	Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/841834de37cd47fb8fbc0e2b3ae37dca
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spelling	oai:doaj.org-article:841834de37cd47fb8fbc0e2b3ae37dca2021-12-02T13:32:57ZData-driven control of complex networks10.1038/s41467-021-21554-02041-1723https://doaj.org/article/841834de37cd47fb8fbc0e2b3ae37dca2021-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-21554-0https://doaj.org/toc/2041-1723Controlling the behavior of a complex network usually requires a knowledge of the network dynamics. Baggio et al. propose a data-driven framework to control a complex dynamical network, effective for non-complete or random datasets, which is of relevance for power grids and neural networks.Giacomo BaggioDanielle S. BassettFabio PasqualettiNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-13 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Giacomo Baggio Danielle S. Bassett Fabio Pasqualetti Data-driven control of complex networks
description	Controlling the behavior of a complex network usually requires a knowledge of the network dynamics. Baggio et al. propose a data-driven framework to control a complex dynamical network, effective for non-complete or random datasets, which is of relevance for power grids and neural networks.
format	article
author	Giacomo Baggio Danielle S. Bassett Fabio Pasqualetti
author_facet	Giacomo Baggio Danielle S. Bassett Fabio Pasqualetti
author_sort	Giacomo Baggio
title	Data-driven control of complex networks
title_short	Data-driven control of complex networks
title_full	Data-driven control of complex networks
title_fullStr	Data-driven control of complex networks
title_full_unstemmed	Data-driven control of complex networks
title_sort	data-driven control of complex networks
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/841834de37cd47fb8fbc0e2b3ae37dca
work_keys_str_mv	AT giacomobaggio datadrivencontrolofcomplexnetworks AT daniellesbassett datadrivencontrolofcomplexnetworks AT fabiopasqualetti datadrivencontrolofcomplexnetworks
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Data-driven control of complex networks

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