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2015 | OriginalPaper | Buchkapitel

Hybrid Multilinear Modeling and Applications

verfasst von : Georg Pangalos, Annika Eichler, Gerwald Lichtenberg

Erschienen in: Simulation and Modeling Methodologies, Technologies and Applications

Verlag: Springer International Publishing

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Abstract

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.

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Metadaten
Titel
Hybrid Multilinear Modeling and Applications
verfasst von
Georg Pangalos
Annika Eichler
Gerwald Lichtenberg
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-11457-6_5