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

fYear

0

fDate

0-0 0

Firstpage

196

Lastpage

201

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Engineering Systems, 2006. INES '06. Proceedings. International Conference on

Conference_Location

London

Print_ISBN

0-7803-9708-8

Type

conf

DOI

10.1109/INES.2006.1689368

Filename

1689368