Verlagslink DOI: | 10.5220/0004475602750285 10.15480/882.2979 |
Titel: | Tensor systems : multilinear modeling and applications |
Sprache: | Englisch |
Autorenschaft: | Pangalos, Georg Eichler, Annika Lichtenberg, Gerwald ![]() |
Herausgeber*In: | Ören, Tuncer Kacprzyk, Janusz Leifsson, Leifur Obaidat, Mohammad S. Koziel, Slawomir |
Schlagwörter: | Heating systems; Hybrid systems; Multi-agent systems; Multilinear systems; Tensor decomposition |
Erscheinungsdatum: | 2013 |
Verlag: | SciTePress |
Teil der Schriftenreihe: | Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications : Reykjavík, Iceland, 29 - 31 July, 2013 |
Anfangsseite: | 275 |
Endseite: | 285 |
Konferenz: | International Conference on Simulation and Modeling Methodologies, Technologies and Applications 2013 |
Zusammenfassung: | 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. |
URI: | http://hdl.handle.net/20.500.12738/12900 |
ISBN: | 978-989-8565-69-3 |
ISSN: | 2184-2841 |
Einrichtung: | Fakultät Life Sciences Department Medizintechnik |
Dokumenttyp: | Konferenzveröffentlichung |
Enthalten in den Sammlungen: | Publications without full text |
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