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Izvorni znanstveni članak
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 | citiraj | |
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APA 6th Edition Hlupic, N., Beroš, I. i Basch, D. (2013). A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems. Journal of computing and information technology, 21 (2), 125-135. https://doi.org/10.2498/cit.1002186 MLA 8th Edition Hlupic, Nikica, et al. "A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems." Journal of computing and information technology, vol. 21, br. 2, 2013, str. 125-135. https://doi.org/10.2498/cit.1002186. Citirano 05.03.2021. Chicago 17th Edition Hlupic, Nikica, Ivo Beroš i Danko Basch. "A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems." Journal of computing and information technology 21, br. 2 (2013): 125-135. https://doi.org/10.2498/cit.1002186 Harvard Hlupic, N., Beroš, I., i Basch, D. (2013). 'A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems', Journal of computing and information technology, 21(2), str. 125-135. https://doi.org/10.2498/cit.1002186 Vancouver Hlupic N, Beroš I, Basch D. A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems. Journal of computing and information technology [Internet]. 2013 [pristupljeno 05.03.2021.];21(2):125-135. https://doi.org/10.2498/cit.1002186 IEEE N. Hlupic, I. Beroš i D. Basch, "A Derivative-free Algorithm for Finding Least Squares Solutions of Quasi-linear and Linear Systems", Journal of computing and information technology, vol.21, br. 2, str. 125-135, 2013. [Online]. https://doi.org/10.2498/cit.1002186 |
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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
Moj profil
Srce