Regularized system identification : learning dynamic models from data / Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung.

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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Online Access: Full Text (via Springer)
Main Authors: Pillonetto, Gianluigi (Author), Chen, Tianshi (Author), Chiuso, Alessandro (Author), De Nicolao, Giuseppe (Author), Ljung, Lennart (Author)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, 2022.
Series:Communications and control engineering.
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Call Number: QA402
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