Local Polynomial Regression Solution for Differential Equations with Initial and Boundary Values

الملخص EN

Numerical solutions of the linear differential boundary issues are obtained by using a local polynomial estimator method with kernel smoothing.

To achieve this, a combination of a local polynomial-based method and its differential form has been used.

The computed results with the use of this technique have been compared with the exact solution and other existing methods to show the required accuracy of it.

The effectiveness of this method is verified by three illustrative examples.

The presented method is seen to be a very reliable alternative method to some existing techniques for such realistic problems.

Numerical results show that the solution of this method is more accurate than that of other methods.