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
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;
Conference_Titel :
Information Technology Interfaces (ITI), Proceedings of the ITI 2013 35th International Conference on
Conference_Location :
Cavtat
Print_ISBN :
978-953-7138-30-1