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Comparison of steepest descent method and conjugate gradient method

  • Silesian University of Technology

Research output: Contribution to journalConference articlepeer-review

4 Citations (Scopus)

Abstract

This paper illustrates comparison of two methods, which are used for solving systems of linear equations. The aim of the research is to analyze, which method is faster solve this equations and how many iteration required each method for solving. This paper presents some ways to deal with this problem. Also there are analyzed two methods. The first of them minimizes the standard deviation of the next iteration of the solution, the other constructs orthogonal vectors and is theoretically finite method.

Original languageEnglish
Pages (from-to)1-4
Number of pages4
JournalCEUR Workshop Proceedings
Volume1853
Publication statusPublished - 2017
Event2017 Symposium for Young Scientists in Technology, Engineering and Mathematics, SYSTEM 2017 - Kaunas, Lithuania
Duration: 28 Apr 2017 → …

Keywords

  • Analysis
  • Comparison
  • Conjugate gradient method
  • Steepest descent method

ASJC Scopus subject areas

  • General Computer Science

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