System- and Data-Driven Methods and Algorithms (Hardcover)

Peter Benner

ISBN 10: 3110500434 / ISBN 13: 9783110500431

Verlag: De Gruyter, Berlin, 2021

Beschreibung

Hardcover. 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. 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 Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9783110500431

Bibliografische Details

Titel: System- and Data-Driven Methods and ...

Verlag: De Gruyter, Berlin

Erscheinungsdatum: 2021

Einband: Hardcover

Zustand: new

Über diesen Titel

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor:

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