Decrease of the computational load of TP model transformation

Zoltán Petres, Péter Baranyi, Hideki Hashimoto

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

Tensor Product (TP) model transformation method was proposed recently as an automated gateway between a class of non-linear models and linear matrix inequality based control design. The core of the TP model transformation is the higher order singular value decomposition of a large sized tensor, which requires high computational power that is usually out of a regular computer capacity in case of higher dimensionality. This disadvantage restricts the applicability of the TP model transformation method to linear parameter varying state-space models with smaller number of state values. The aim of this paper is to propose a modilication of the TP model transformation. The proposed version needs considerable less computational effort. The paper also presents a numerical example that shows considerable less computational load is necessary for typical problems.

Original languageEnglish
Title of host publication2006 IEEE International Conference on Mechatronics, ICM
Pages655-659
Number of pages5
DOIs
Publication statusPublished - 2006
Event2006 IEEE International Conference on Mechatronics, ICM - Budapest, Hungary
Duration: Jul 3 2006Jul 5 2006

Publication series

Name2006 IEEE International Conference on Mechatronics, ICM

Other

Other2006 IEEE International Conference on Mechatronics, ICM
CountryHungary
CityBudapest
Period7/3/067/5/06

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Mechanical Engineering

Fingerprint Dive into the research topics of 'Decrease of the computational load of TP model transformation'. Together they form a unique fingerprint.

  • Cite this

    Petres, Z., Baranyi, P., & Hashimoto, H. (2006). Decrease of the computational load of TP model transformation. In 2006 IEEE International Conference on Mechatronics, ICM (pp. 655-659). [4018438] (2006 IEEE International Conference on Mechatronics, ICM). https://doi.org/10.1109/ICMECH.2006.252603