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Inversion of selected structures of block matrices of chosen mechatronic systems

  • Silesian University of Technology

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)

Abstract

This paper describes how to calculate the number of algebraic operations necessary to implement block matrix inversion that occurs, among others, in mathematical models of modern positioning systems of mass storage devices. The inversion method of block matrices is presented as well. The presented form of general formulas describing the calculation complexity of inverted form of block matrix were prepared for three different cases of division into internal blocks. The obtained results are compared with a standard Gaussian method and the "inv" method used in Matlab. The proposed method for matrix inversion is much more effective in comparison in standard Matlab matrix inversion "inv" function (almost two times faster) and is much less numerically complex than standard Gauss method.

Original languageEnglish
Pages (from-to)853-863
Number of pages11
JournalBulletin of the Polish Academy of Sciences: Technical Sciences
Volume64
Issue number4
DOIs
Publication statusPublished - Dec 2016

Keywords

  • Arrowhead matrices
  • Computational complexity
  • Matrix inversion
  • Mechatronic systems

ASJC Scopus subject areas

  • Information Systems
  • Atomic and Molecular Physics, and Optics
  • General Engineering
  • Computer Networks and Communications
  • Artificial Intelligence

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