Title :
Numerical Reconstruction of the HOSVD Based Canonical Form of Polytopic Dynamic Models
Author :
Baranyi, Péter ; Szeidl, László ; Várlaki, Péter
Author_Institution :
Comput. & Autom. Res. Inst., Hungarian Acad. of Sci., Budapest
Abstract :
The main objective of the paper is to introduce how the concept of tensor HOSVD can be carried over to the class of multi-variable TP (tensor product) functions, namely, how we can define and generate the "HOSVD like" decomposition of TP functions and define it as the HOSVD based canonical form. The key idea and the basic concept of this decomposition were proposed recently with the TP model transformation based control design methodology. The novelty of this paper is to present the mathematical background of this concept
Keywords :
control system synthesis; singular value decomposition; tensors; HOSVD based canonical form; HOSVD decomposition; control design methodology; multivariable tensor product functions; numerical reconstruction; polytopic dynamic model; tensor product model transformation; Automation; Control design; Design methodology; Economic indicators; Informatics; Lightweight structures; Mathematical model; Singular value decomposition; Tensile stress; Vectors;
Conference_Titel :
Intelligent Engineering Systems, 2006. INES '06. Proceedings. International Conference on
Conference_Location :
London
Print_ISBN :
0-7803-9708-8
DOI :
10.1109/INES.2006.1689368
