System- and Data-Driven Methods and Algorithms

Peter Benner

ISBN 10: 3110500434 / ISBN 13: 9783110500431

Published by De Gruyter, DE, 2021

About this Item

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.

Seller Inventory # LU-9783110500431

Bibliographic Details

• Title: System- and Data-Driven Methods and Algorithms
• Publisher: De Gruyter, DE
• Publication Date: 2021
• Language: English
• ISBN 10: 3110500434
• ISBN 13: 9783110500431
• Binding: Hardback
• Edition: 1st.
• Condition: New
• Dimensions: 6.69W x 0.88H x 9.61D inches 6.69 inches width by 0.88 inches height by 9.61 inches depth
• Weight: 763 grams

About this title

Synopsis

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.

About the Author

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