Tensor systems : multilinear modeling and applications
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
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.