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doi: 10.3934/naco.2021021

## Application of the bernstein polynomials for solving the nonlinear fractional type Volterra integro-differential equation with caputo fractional derivatives

 Laboratory of pure and applied Mathematics, , University of M'sila, 28000 M'sila, Algeria

Received  January 2021 Revised  May 2021 Early access  June 2021

The current work aims at finding the approximate solution to solve the nonlinear fractional type Volterra integro-differential equation
 $\begin{equation*} \sum\limits_{k = 1}^{m}F_{k}(x)D^{(k\alpha )}y(x)+\lambda \int_{0}^{x}K(x, t)D^{(\alpha )}y(t)dt = g(x)y^{2}(x)+h(x)y(x)+P(x). \end{equation*}$
In order to solve the aforementioned equation, the researchers relied on the Bernstein polynomials besides the fractional Caputo derivatives through applying the collocation method. So, the equation becomes nonlinear system of equations. By solving the former nonlinear system equation, we get the approximate solution in form of Bernstein's fractional series. Besides, we will present some examples with the estimate of the error.
Citation: Miloud Moussai. Application of the bernstein polynomials for solving the nonlinear fractional type Volterra integro-differential equation with caputo fractional derivatives. Numerical Algebra, Control & Optimization, doi: 10.3934/naco.2021021
##### References:
  A. K. AL-Juburee, Approximate solution for linear fredhom integro-differential equation and integral equation by using bernstein polynomials method, Journal of The College of Basic Education, 15 (2010), 11-20.   Google Scholar  Y. Çenesiz, Y. Keskin and A. Kurnaz, The solution of the bagley–torvik equation with the generalized taylor collocation method, Journal of the Franklin Institute, 347 (2010), 452-466.  doi: 10.1016/j.jfranklin.2009.10.007.  Google Scholar  O. R. Işik, M. Sezer and Z. Güney, Bernstein series solution of a class of linear integro-differential equations with weakly singular kernel, Applied Mathematics and Computation, 217 (2011), 7009-7020.  doi: 10.1016/j.amc.2011.01.114.  Google Scholar  A. M. Kareem, A new definition of fractional derivative and fractional integral, Kirkuk University Journal For Scientific Studies, 13 (2018), 304-323.   Google Scholar  A. Mahdy, Numerical studies for solving fractional integro-differential equations, Journal of Ocean Engineering and Science, 3 (2018), 127-132.   Google Scholar  L. C. Miloud Moussai, A computational method based on bernstein polynomials for solving freedholm integro-differential equations under mixed conditions, Journal of Mathematics and Statistics, 13 (2017), 30-37.   Google Scholar  R. Mittal and R. Nigam, Solution of fractional integro-differential equations by adomian decomposition method, Int. J. Appl. Math. Mech., 4 (2008), 87-94.   Google Scholar  S. Momani and N. Shawagfeh, Decomposition method for solving fractional riccati differential equations, Applied Mathematics and Computation, 182 (2006), 1083-1092.  doi: 10.1016/j.amc.2006.05.008.  Google Scholar  Z. Odibat and S. Momani, Modified homotopy perturbation method: application to quadratic riccati differential equation of fractional order, Chaos, Solitons & Fractals, 36 (2008), 167-174.  doi: 10.1016/j.chaos.2006.06.041.  Google Scholar  K. Parand and S. A. Kaviani, Application of the exact operational matrices based on the bernstein polynomials, Journal of Mathematics and Computer Science, 6 (2013), 36-59.   Google Scholar  A. Saadatmandi, Bernstein operational matrix of fractional derivatives and its applications, Applied Mathematical Modelling, 38 (2014), 1365-1372.  doi: 10.1016/j.apm.2013.08.007.  Google Scholar  V. K. Singh, R. K. Pandey and O. P. Singh, New stable numerical solutions of singular integral equations of abel type by using normalized bernstein polynomials, Applied Mathematical Sciences, 3 (2009), 241-255.  doi: 10.1017/s0004972700029002.  Google Scholar  L. Wang, Y. Ma and Z. Meng, Haar wavelet method for solving fractional partial differential equations numerically, Applied Mathematics and Computation, 227 (2014), 66-76.  doi: 10.1016/j.amc.2013.11.004.  Google Scholar  S. Yalç inbaş, M. Sezer and H. H. Sorkun, Legendre polynomial solutions of high-order linear fredholm integro-differential equations, Applied Mathematics and Computation, 210 (2009), 334-349.  doi: 10.1016/j.amc.2008.12.090.  Google Scholar  J. Zhao, J. Xiao and N. J. Ford, Collocation methods for fractional integro-differential equations with weakly singular kernels, Numerical Algorithms, 65 (2014), 723-743.  doi: 10.1007/s11075-013-9710-2.  Google Scholar

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##### References:
  A. K. AL-Juburee, Approximate solution for linear fredhom integro-differential equation and integral equation by using bernstein polynomials method, Journal of The College of Basic Education, 15 (2010), 11-20.   Google Scholar  Y. Çenesiz, Y. Keskin and A. Kurnaz, The solution of the bagley–torvik equation with the generalized taylor collocation method, Journal of the Franklin Institute, 347 (2010), 452-466.  doi: 10.1016/j.jfranklin.2009.10.007.  Google Scholar  O. R. Işik, M. Sezer and Z. Güney, Bernstein series solution of a class of linear integro-differential equations with weakly singular kernel, Applied Mathematics and Computation, 217 (2011), 7009-7020.  doi: 10.1016/j.amc.2011.01.114.  Google Scholar  A. M. Kareem, A new definition of fractional derivative and fractional integral, Kirkuk University Journal For Scientific Studies, 13 (2018), 304-323.   Google Scholar  A. Mahdy, Numerical studies for solving fractional integro-differential equations, Journal of Ocean Engineering and Science, 3 (2018), 127-132.   Google Scholar  L. C. Miloud Moussai, A computational method based on bernstein polynomials for solving freedholm integro-differential equations under mixed conditions, Journal of Mathematics and Statistics, 13 (2017), 30-37.   Google Scholar  R. Mittal and R. Nigam, Solution of fractional integro-differential equations by adomian decomposition method, Int. J. Appl. Math. Mech., 4 (2008), 87-94.   Google Scholar  S. Momani and N. Shawagfeh, Decomposition method for solving fractional riccati differential equations, Applied Mathematics and Computation, 182 (2006), 1083-1092.  doi: 10.1016/j.amc.2006.05.008.  Google Scholar  Z. Odibat and S. Momani, Modified homotopy perturbation method: application to quadratic riccati differential equation of fractional order, Chaos, Solitons & Fractals, 36 (2008), 167-174.  doi: 10.1016/j.chaos.2006.06.041.  Google Scholar  K. Parand and S. A. Kaviani, Application of the exact operational matrices based on the bernstein polynomials, Journal of Mathematics and Computer Science, 6 (2013), 36-59.   Google Scholar  A. Saadatmandi, Bernstein operational matrix of fractional derivatives and its applications, Applied Mathematical Modelling, 38 (2014), 1365-1372.  doi: 10.1016/j.apm.2013.08.007.  Google Scholar  V. K. Singh, R. K. Pandey and O. P. Singh, New stable numerical solutions of singular integral equations of abel type by using normalized bernstein polynomials, Applied Mathematical Sciences, 3 (2009), 241-255.  doi: 10.1017/s0004972700029002.  Google Scholar  L. Wang, Y. Ma and Z. Meng, Haar wavelet method for solving fractional partial differential equations numerically, Applied Mathematics and Computation, 227 (2014), 66-76.  doi: 10.1016/j.amc.2013.11.004.  Google Scholar  S. Yalç inbaş, M. Sezer and H. H. Sorkun, Legendre polynomial solutions of high-order linear fredholm integro-differential equations, Applied Mathematics and Computation, 210 (2009), 334-349.  doi: 10.1016/j.amc.2008.12.090.  Google Scholar  J. Zhao, J. Xiao and N. J. Ford, Collocation methods for fractional integro-differential equations with weakly singular kernels, Numerical Algorithms, 65 (2014), 723-743.  doi: 10.1007/s11075-013-9710-2.  Google Scholar
Exact and approximate solutions and square error for ($n = 3$) Example 5.1
 $x_{i}$ $exact \ solutions$ $approximation \ solutions$ $errors$ $0.0$ $0.0$ $0.0$ $0.0$ $0.1$ $0.2518$ $0.2001$ $0.042224 \times 10^{-2}$ $0.2$ $0.4637$ $0.5103$ $0.0217156 \times 10^{-1}$ $0.3$ $0.6355$ $0.6858$ $0.0253009 \times 10^{-1}$ $0.4$ $0.7673$ $0.7898$ $0.050625 \times 10^{-2}$ $0.5$ $0.8591$ $0.8479$ $0.012544 \times 10^{-2}$ $0.6$ $0.9109$ $0.8940$ $0.028561 \times 10^{-2}$ $0.7$ $0.9227$ $0.8790$ $0.0190969 \times 10^{-1}$ $0.8$ $0.8946$ $0.8790$ $0.024336 \times 10^{-1}$ $0.9$ $0.8264$ $0.8259$ $0.025 \times 10^{-5}$ $1$ $0.7182$ $0.7603$ $0.0167246 \times 10^{-1}$
 $x_{i}$ $exact \ solutions$ $approximation \ solutions$ $errors$ $0.0$ $0.0$ $0.0$ $0.0$ $0.1$ $0.2518$ $0.2001$ $0.042224 \times 10^{-2}$ $0.2$ $0.4637$ $0.5103$ $0.0217156 \times 10^{-1}$ $0.3$ $0.6355$ $0.6858$ $0.0253009 \times 10^{-1}$ $0.4$ $0.7673$ $0.7898$ $0.050625 \times 10^{-2}$ $0.5$ $0.8591$ $0.8479$ $0.012544 \times 10^{-2}$ $0.6$ $0.9109$ $0.8940$ $0.028561 \times 10^{-2}$ $0.7$ $0.9227$ $0.8790$ $0.0190969 \times 10^{-1}$ $0.8$ $0.8946$ $0.8790$ $0.024336 \times 10^{-1}$ $0.9$ $0.8264$ $0.8259$ $0.025 \times 10^{-5}$ $1$ $0.7182$ $0.7603$ $0.0167246 \times 10^{-1}$
Exact and approximate solutions and square errors for ($n=4$) Example 5.2
 $x_{i}$ $exact \ solutions$ $approximation \ solutions$ $errors$ $0.0$ $0.0$ $0.0$ $0.0$ $0.1$ $0.110$ $0.162$ $0.02703\times 10^{-1}$ $0.2$ $0.240$ $0.280$ $0.01600\times 10^{-1}$ $0.3$ $0.390$ $0.419$ $0.03481\times 10^{-2}$ $0.4$ $0.560$ $0.579$ $0.0361\times 10^{-2}$ $0.5$ $0.750$ $0.762$ $0.0144\times 10^{-2}$ $0.6$ $0.960$ $0.965$ $0.025\times 10^{-3}$ $0.7$ $1.190$ $1.186$ $0.016\times 10^{-3}$ $0.8$ $1.440$ $1.426$ $0.0196\times 10^{-3}$ $0.9$ $1.710$ $1.683$ $0.0728\times 10^{-1}$ $1$ $2.000$ $1.957$ $0.01849\times 10^{-1}$
 $x_{i}$ $exact \ solutions$ $approximation \ solutions$ $errors$ $0.0$ $0.0$ $0.0$ $0.0$ $0.1$ $0.110$ $0.162$ $0.02703\times 10^{-1}$ $0.2$ $0.240$ $0.280$ $0.01600\times 10^{-1}$ $0.3$ $0.390$ $0.419$ $0.03481\times 10^{-2}$ $0.4$ $0.560$ $0.579$ $0.0361\times 10^{-2}$ $0.5$ $0.750$ $0.762$ $0.0144\times 10^{-2}$ $0.6$ $0.960$ $0.965$ $0.025\times 10^{-3}$ $0.7$ $1.190$ $1.186$ $0.016\times 10^{-3}$ $0.8$ $1.440$ $1.426$ $0.0196\times 10^{-3}$ $0.9$ $1.710$ $1.683$ $0.0728\times 10^{-1}$ $1$ $2.000$ $1.957$ $0.01849\times 10^{-1}$
Exact and approximate solutions and square errors for ($n=5$) Example 5.3
 $x_{i}$ $exact \ solutions$ $approximation \ solutions$ $errors$ $0.0$ $0$ $0$ $0$ $0.1$ $0.316$ $0.371$ $0.01\times10^{-6}$ $0.2$ $0.0594$ $0.0897$ $0.09193\times10^{-5}$ $0.3$ $0.1643$ $0.164465$ $0.01225\times10^{-5}$ $0.4$ $0.2530$ $0.25336$ $0.01296\times10^{-5}$ $0.5$ $0.3535$ $0.35402$ $0.02704\times10^{-5}$ $0.6$ $0.4646$ $0.046525$ $0.04225\times10^{-5}$ $0.7$ $0.5857$ $0.58621$ $0.02601\times10^{-5}$ $0.8$ $0.7155$ $0.71527$ $0.00525\times10^{-5}$ $0.9$ $0.8538$ $0.55476$ $0.09216\times10^{-5}$ $1$ $1$ $1.000684$ $0.00467856\times10^{-2}$
 $x_{i}$ $exact \ solutions$ $approximation \ solutions$ $errors$ $0.0$ $0$ $0$ $0$ $0.1$ $0.316$ $0.371$ $0.01\times10^{-6}$ $0.2$ $0.0594$ $0.0897$ $0.09193\times10^{-5}$ $0.3$ $0.1643$ $0.164465$ $0.01225\times10^{-5}$ $0.4$ $0.2530$ $0.25336$ $0.01296\times10^{-5}$ $0.5$ $0.3535$ $0.35402$ $0.02704\times10^{-5}$ $0.6$ $0.4646$ $0.046525$ $0.04225\times10^{-5}$ $0.7$ $0.5857$ $0.58621$ $0.02601\times10^{-5}$ $0.8$ $0.7155$ $0.71527$ $0.00525\times10^{-5}$ $0.9$ $0.8538$ $0.55476$ $0.09216\times10^{-5}$ $1$ $1$ $1.000684$ $0.00467856\times10^{-2}$
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