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...

Cijeli opis

Bibliografski detalji

Glavni autori:	Pillonetto, Gianluigi (Autor), Chen, Tianshi (Autor), Chiuso, Alessandro (Autor), De Nicolao, Giuseppe (Autor), Ljung, Lennart (Autor)
Format:	Elektronički Knjiga
Jezik:	engleski
Izdano:	Cham, Switzerland: Springer, 2022.
Serija:	Communications and Control Engineering (CCE).
Teme:	Sistemas dinámicos > Sistemas lineales y no lineales Probabilidad y estadística > Regresión lineal Teoría de sistemas > Aprendizaje automático
Online pristup:	Disponible Online.
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!