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Area of Science:

  • Numerical Analysis
  • Computational Mathematics
  • Differential Equations

Background:

  • Singularly perturbed problems often exhibit boundary layers, posing numerical challenges.
  • Time delays introduce further complexity in solving parabolic partial differential equations.
  • Efficient and stable numerical methods are crucial for analyzing such problems.

Purpose of the Study:

  • To design an efficient numerical scheme for singularly perturbed time-delayed parabolic problems with two parameters.
  • To enhance the accuracy and order of convergence of the numerical method.
  • To analyze the parameter-uniform convergence properties of the proposed scheme.

Main Methods:

  • Approximation of time derivatives using the implicit Euler method.
  • Approximation of space derivatives using a non-standard finite difference method.
  • Enhancement of accuracy and convergence order via Richardson extrapolation.

Main Results:

  • The proposed scheme accurately captures the layer behavior of solutions, consistent with theoretical predictions.
  • Numerical experiments on model examples demonstrate the effectiveness of the method.
  • Error analysis confirms parameter-uniform convergence with a specific order.

Conclusions:

  • The developed numerical scheme is efficient and accurate for the targeted problem class.
  • The method's parameter-uniform convergence is a significant advantage for practical applications.
  • The findings contribute to the numerical solution of complex differential equations with delays and perturbations.