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...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Pillonetto, Gianluigi (Awdur), Chen, Tianshi (Awdur), Chiuso, Alessandro (Awdur), De Nicolao, Giuseppe (Awdur), Ljung, Lennart (Awdur)
Fformat:	Electronig Llyfr
Iaith:	Saesneg
Cyhoeddwyd:	Cham, Switzerland: Springer, 2022.
Cyfres:	Communications and Control Engineering (CCE).
Pynciau:	Sistemas dinámicos > Sistemas lineales y no lineales Probabilidad y estadística > Regresión lineal Teoría de sistemas > Aprendizaje automático
Mynediad Ar-lein:	Disponible Online.
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!