• DocumentCode
    1961134
  • Title

    A derivative-free algorithm for solving quasi-linear systems

  • Author

    Hlupic, Nikica ; Beros, Ivo ; Basch, Danko

  • Author_Institution
    Dept. of Appl. Comput., Univ. of Zagreb, Zagreb, Croatia
  • fYear
    2013
  • fDate
    24-27 June 2013
  • Firstpage
    297
  • Lastpage
    302
  • Abstract
    A novel derivative-free algorithm for solving quasi-linear systems is presented. It resembles “classical” optimization approach but greatly simplifies computation, resulting in fast execution and numerical stability. Though the global convergence cannot be guaranteed, it turns out that the presented algorithm finds a solution as successfully as other commonly accepted methods. The algorithm is clearly developed and mathematically founded, and its properties are examined by comparisons with other methods.
  • Keywords
    convergence; linear systems; numerical stability; optimisation; classical optimization approach; derivative-free algorithm; global convergence; numerical stability; quasilinear systems; Algorithm design and analysis; Educational institutions; Equations; Linear systems; Mathematical model; Optimization methods; algorithm; optimization; quasilinear systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces (ITI), Proceedings of the ITI 2013 35th International Conference on
  • Conference_Location
    Cavtat
  • ISSN
    1334-2762
  • Print_ISBN
    978-953-7138-30-1
  • Type

    conf

  • Filename
    6649042