System- and Data-Driven Methods and Algorithms
Author | : Peter Benner |
Publisher | : Walter de Gruyter GmbH & Co KG |
Total Pages | : 493 |
Release | : 2021-11-08 |
ISBN-10 | : 9783110497717 |
ISBN-13 | : 3110497719 |
Rating | : 4/5 (719 Downloads) |
Download or read book System- and Data-Driven Methods and Algorithms written by Peter Benner and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-11-08 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.