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System- and Data-Driven Methods and Algorithms
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ArtikelSerie: Utgivningsinformation: Berlin/Boston De Gruyter De Gruyter [Imprint] 2021Beskrivning: 1 electronic resource (378 p.)Innehållstyp: - text
- computer
- online resource
- 9783110497717
- 9783110498967
- 9783110500431
- Mathematics and Science
- Mathematics
- Calculus and mathematical analysis
- Numerical analysis
- Applied mathematics
- Physics
- Mathematical physics
- Technology, Engineering, Agriculture, Industrial processes
- Mechanical engineering and materials
- Production and industrial engineering
- Agriculture
- Computational physics
- Computer simulation
- Engineering
- Industrial processes
- P Mathematics and Science
- PB Mathematics
- PBK Calculus and mathematical analysis
- PBKS Numerical analysis
- PBW Applied mathematics
- PH Physics
- PHU Mathematical physics
- T Technology
- TG Mechanical engineering and materials
- TGP Production and industrial engineering
- thema EDItEUR
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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.
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Creative Commons Licence cc by-nc-nd cc https://creativecommons.org/licenses/by-nc-nd/4.0/
eng
Freely available e-book