System- and Data-Driven Methods and Algorithms: Volume 1: System- And Data-Driven Methods and Algorithms

Benner/ Peter/ Schilders/ Wil/ Grivet-Talocia/ Stefano/ Quarteroni/ Alfio/ Rozza/ Gianluigi/ Silveira/ Luís Miguel

ISBN 10: 3110500434 / ISBN 13: 9783110500431

Editore: De Gruyter, 2021

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616 pages. 9.44x6.69x1.06 inches. In Stock.

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Dati bibliografici

• Titolo: System- and Data-Driven Methods and Algorithms: Volume 1: System- And Data-Driven Methods and Algorithms
• Editore: De Gruyter
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 3110500434
• ISBN 13: 9783110500431
• Rilegatura: Hardcover
• Condizione: Brand New

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