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Tensor systems : multilinear modeling and applications
Citation Link: https://doi.org/10.15480/882.2979
Publikationstyp
Conference Paper
Date Issued
2013
Sprache
English
Institut
TORE-DOI
TORE-URI
Start Page
275
End Page
285
Citation
SIMULTECH 2013 - Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Application : Reykjavik, Iceland, 29 - 31 July, 2013 / ed. by Tuncer Ören ... - [S.l.] : SciTePress, 2013. - Seite 275-285
Publisher DOI
Publisher
SciTePress
Tensor systems are a framework for modeling of multilinear hybrid systems with discrete and continuous valued signals. Two examples from building services engineering and multi-agent systems show applications of this framework. A tensor model of a heating system is derived and approximated by tensor decomposition methods first. Second, a tensor model of a multi-agent system with a structure already given in a decomposed form is reduced further by the same decomposition methods. The validity of these low rank approximations is shown for both examples.
Subjects
Heating systems
Hybrid systems
Multi-agent systems
Multilinear systems
Tensor decomposition
DDC Class
620: Ingenieurwissenschaften
More Funding Information
Deutschland, Bundesministerium für Wirtschaft und Technologie
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SIMULTECH_2013_35.pdf
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752.93 KB
Format
Adobe PDF