System- and Data-Driven Methods and Algorithms

Peter Benner

ISBN 10: 3110500434 / ISBN 13: 9783110500431

Editore: De Gruyter, DE, 2021

Riguardo questo articolo

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.

Codice articolo LU-9783110500431

Dati bibliografici

• Titolo: System- and Data-Driven Methods and Algorithms
• Editore: De Gruyter, DE
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 3110500434
• ISBN 13: 9783110500431
• Rilegatura: Hardback
• Edizione: 1st.
• Condizione: New
• Dimensioni: 6,69 L x 0,88 A x 9,61 P (pollici) 6,69 pollici di larghezza per 0,88 pollici di altezza per 9,61 pollici di profondità
• Peso: 763 grammi

Descrizione articolo

Riassunto

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.

Informazioni sull?autore

Benner, MPI, GE; Grivet-T., POLITO, Quarteroni, Politec., Rozza, SISSA, IT; Schilders, TU Eind., NE; Silveira, INESC-ID, PT