Regularized System Identification. Learning Dynamic Models from Data

This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learn...

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Autori principali: Pillonetto, Gianluigi (Autore), Chen, Tianshi (Autore), Chiuso, Alessandro (Autore), De Nicolao, Giuseppe (Autore), Ljung, Lennart (Autore)
Natura: Elettronico Libro
Lingua:inglese
Pubblicazione: Cham, Switzerland: Springer, 2022.
Serie:Communications and Control Engineering (CCE).
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Accesso online:Disponible Online.
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