Model order reduction: Volume 1 System- and data-driven methods and algorithms

"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 o...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Weitere Verfasser: Benner, Peter 1967- (HerausgeberIn), Grivet-Talocia, Stefano 1970- (HerausgeberIn), Quarteroni, Alfio 1952- (HerausgeberIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Berlin ; Boston De Gruyter [2021]
Online-Zugang:Volltext
Volltext
Zusammenfassung:"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. "--
Beschreibung:Erscheint als Open Access bei De Gruyter
Beschreibung:1 Online-Ressource (VIII, 378 Seiten) Illustrationen, Diagramme
ISBN:9783110498967
9783110497717
3110497719
DOI:10.1515/9783110498967