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https://doi.org/10.2498/cit.1002186

A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems

Nikica Hlupic ; Department of Applied Computing, Faculty of Electrical Engineering and Computing, University of Zagreb
Ivo Beroš ; Department of Applied Mathematics and Computer Science, VERN’ University of Applied Sciences, Zagreb
Danko Basch ; Department of Control and Computer Engineering, Faculty of Electrical Engineering and Computing, University of Zagreb


Puni tekst: engleski PDF 420 Kb

str. 125-135

preuzimanja: 654

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Sažetak

A novel derivative-free algorithm for solving quasilinear 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.

Ključne riječi

derivative-free algorithm; optimization; quasilinear systems; linear systems

Hrčak ID:

109446

URI

https://hrcak.srce.hr/109446

Datum izdavanja:

16.10.2013.

Posjeta: 1.219 *