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New optimization algorithm to improve numerical integration method | ||
| International Journal of Nonlinear Analysis and Applications | ||
| مقاله 66، دوره 12، شماره 1، مرداد 2021، صفحه 830-837 اصل مقاله (425.21 K) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22075/ijnaa.2021.4938 | ||
| نویسنده | ||
| Inaam Rikan Hassan* | ||
| University of Information Technology and Communications, Baghdad, Iraq | ||
| تاریخ دریافت: 17 شهریور 1399، تاریخ بازنگری: 01 آذر 1399، تاریخ پذیرش: 08 دی 1399 | ||
| چکیده | ||
| This paper introduces a new proposed algorithm of numerical integration evaluation regarded as optimization problem solution. The new method is characterized to have superiority features such as attractive, accurate and rapid. An improvement of polynomial regression has been done by selecting nearest neighbors points being searched around of the values of regression coefficients which calculated by using least squares method. Furthermore, Trapezoidal and Simpson methods were considered as traditional methods in numerical integration. In this regard, comparison has been done among all four methods used in simulation application via MATLAB program that have been performed to achieve the desired numerical results for the four methods. As conclusion, the proposed algorithm approved its superiority. | ||
| کلیدواژهها | ||
| Trapezoidal method؛ Simpson method؛ Optimization problem؛ Polynomial regression؛ Least squares method | ||
| مراجع | ||
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[1] M.S. Mahdi, Y.M. Abid, A.H. Omran and A.-M. GH, A Novel Aided diagnosis schema for covid 19 using convolution neural network, 5th Int. Conf. Adv. Technol. Appl. Sci. Conjunction with 6th Malaysia-Japan Joint Int. Conf., Malaysia, October 2020. [2] A.H. Omran, D.M. Said, S.M. Hussin, N. Ahmad, and H. Samet, A Novel intelligent detection schema of series arc fault in photovoltaic (PV) system based convolutional neural network, Period. Engin. Natural Sci. 8(3) (2020) 1641–1653. [3] A.H. Omran, D.M. Said, S.M. Hussin, S. Mirsaeidi and Y.M. Abid, An intelligent classification method of series arc fault models using deep learning algorithm, IEEE Int. Conf. Power Energy (PECon), 7-8 Dec. Penang, Malaysia, 2020. [4] A. Fadhel, A.H. Omran and Y.R.M. Abid, Novel intelligent traffic light system using PSO and ANN, J. Adv. Res. Dyn. Cont. Syst. 11(4) 1528–1539. [5] A.H. Omran, I. Raheem, and A.D. Hussein, Minimizing the loses of PV panel generation by designing an intelligent controller based on FPGA, Int. J. Engin. Tech. 7(4) (2018) 4846–4849. [6] A.H. Omran and Y.M. Abid, Design of smart chess board that can predict the next position based on FPGA, Adv. Sci. Tech. Engin. Syst. J. 3(4) (2018) 193–200. [7] A. H. Omran, Y.M. Abid, A.S. Ahmed, H. Kadhim and R. Jwad, Maximizing the power of solar cells by using intelligent solar tracking system based on FPGA, Adv. Sci. Engin. Technol. Int. Conf., 2018, pp. 1-5. [8] A.H. Omran, Y.M. Abid and H. Kadhim, Design of artificial neural networks system for intelligent chessboard, 4th IEEE Int. Conf. Engin. Technol. Appl. Sci. (ICETAS), 2017, pp. 17. [9] H. Badi, A. Hamza and S. Hasan, New method for optimization of static hand gesture recognition, Intell. Syst. Conf., 2017, pp. 542-544. [10] Y.M. Abid, A.H. Omran and R. Jwad Supervised feed forward neural networks for Smart chessboard based on FPGA, J. Engin. Appl. Sci. 13(11) (2018) 4093–4098. [11] M.S. Mahdi, R.A. Azeez and N.F. Hassan, A proposed lightweight image encryption using ChaCha with hyperchaotic maps, Period. Engin. Natural Sci. 8(4) (2020) 2138–2145. [12] H. Samet, D.K. Asl, T. Ghanbari and A.H. Omran, Optimal number and location of the required measurement units for fault detection of PV Arrays, IEEE Int. Conf. Envir. Electrical Engin. IEEE Ind. Commerc. Power Syst. Eur. (EEEIC / I&CPS Europe), 2018, pp. 1–5. [13] J.Q. Howell, A least-squares distance curve-fitting technique, NASA Langley Res. Center 7675 (1971) 1-22. [14] C. Figueroa, R. Riera and G. Campoy, Numerical interpolation with polynomials approximation and curve fitting, focus the MATLAB, IOSR J. Math. 12(1) (2016) 10–20. [15] R.L. Burden and J. D. Faires, Numerical Analysis, 9th edition, Brooks/Cole, Cengage Learning, USA, 2011. [16] E.A. Costa, C.A. G Finger, P.R. Schneider and I. Muller, Approximation of numerical integration applied to araucaria angustifolia Stem Taper models, Floresta Curit. 45(1) (2015) 31–40. [17] S. Muangchan, P. Prasertsang, P. Mukwachi and S. Sompong, A new algorithm of numerical integration by polynomial regression technique, Appl. Math. Sci. 7(16) (2013) 76-772. [18] R. Chiranjeevi and U. Dixit, A note on Clamped Simpson’s rule, Glob. J. Pure Appl. Math. 13(9) (2017) 5275–5285. | ||
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