Efficient Finite Difference Methods for the Numerical Analysis of One-Dimensional Heat Equation

Md. Shahadat Hossain Mojumder, Md. Nazmul Haque, Md. Joni Alam
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Abstract

In this paper, we investigate and analyze one-dimensional heat equation with appropriate initial and boundary condition using finite difference method. Finite difference method is a well-known numerical technique for obtaining the approximate solutions of an initial boundary value problem. We develop Forward Time Centered Space (FTCS) and Crank-Nicolson (CN) finite difference schemes for one-dimensional heat equation using the Taylor series. Later, we use these schemes to solve our governing equation. The stability criterion is discussed, and the stability conditions for both schemes are verified. We exhibit the results and then compare the results between the exact and approximate solutions. Finally, we estimate error between the exact and approximate solutions for a specific numerical problem to present the convergence of the numerical schemes, and demonstrate the resulting error in graphical representation.
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一维热方程数值分析的有效有限差分法
本文用有限差分法研究了具有适当初始条件和边界条件的一维热方程。有限差分法是一种众所周知的求初边值问题近似解的数值方法。利用泰勒级数建立了一维热方程的前向时心空间有限差分格式(FTCS)和Crank-Nicolson有限差分格式。稍后,我们使用这些方案来求解我们的控制方程。讨论了稳定性判据,并验证了两种方案的稳定性条件。我们展示结果,然后比较精确解和近似解之间的结果。最后,我们估计了一个特定数值问题的精确解和近似解之间的误差,以展示数值格式的收敛性,并以图形形式演示了由此产生的误差。
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