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

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

2023Journal of Applied Mathematics and Physics11 citationsDOIOpen Access PDF

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.

Topics & Concepts

Heat equationMathematicsFinite difference methodFinite differenceConvergence (economics)Boundary value problemFTCS schemeStability (learning theory)Applied mathematicsPartial differential equationNumerical analysisCrank–Nicolson methodNumerical stabilityTaylor seriesMathematical analysisDifferential equationComputer scienceOrdinary differential equationDifferential algebraic equationEconomicsMachine learningEconomic growthDifferential Equations and Numerical MethodsAdvanced Numerical Methods in Computational MathematicsNumerical methods for differential equations