Tensor product model transformation: Difference between revisions

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|doi=10.1016/s0166-3615(03)00058-7
}}</ref><ref name=ykc00>{{cite journal
|author author1= P. Baranyi, Y. Yam and |author2=P. Várlaki
|lastauthoramp=yes |title = Tensor Product model transformation in polytopic model-based control
|journal = Taylor&Francis, Boca Raton FL
|year = 2013
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* It can be executed uniformly (irrespective of whether the model is given in the form of analytical equations resulting from physical considerations, or as an outcome of soft computing based identification techniques (such as neural networks or fuzzy logic based methods, or as a result of a black-box identification), without analytical interaction, within a reasonable amount of time. Thus, the transformation replaces the analytical and in many cases complex and not obvious conversions to numerical, tractable, straightforward operations.
* It generates the HOSVD-based canonical form of TP functions,<ref name=canon1 /> which is a unique representation. It was proven by Szeidl <ref name=canon3>{{cite journal
|author author1= L. Szeidl and |author2=P. Várlaki
|lastauthoramp=yes |title = HOSVD Based Canonical Form for Polytopic Models of Dynamic Systems
|journal = Journal of Advanced Computational Intelligence and Intelligent Informatics
|year = 2009