Discrete and Continuous Models and Applied Computational Science (Dec 2023)

On application of solution continuation method with respect to the best exponential argument in solving stiff boundary value problems

  • Ekaterina D. Tsapko,
  • Sergey S. Leonov,
  • Evgenii B. Kuznetsov

DOI
https://doi.org/10.22363/2658-4670-2023-31-4-375-386
Journal volume & issue
Vol. 31, no. 4
pp. 375 – 386

Abstract

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The problematic of solving stiff boundary value problems permeates numerous scientific and engineering disciplines, demanding novel approaches to surpass the limitations of traditional numerical techniques. This research delves into the implementation of the solution continuation method with respect to the best exponential argument, to address these stiff problems characterized by rapidly evolving integral curves. The investigation was conducted by comparing the efficiency and stability of this novel method against the conventional shooting method, which has been a cornerstone in addressing such problems but struggles with the erratic growth of integral curves. The results indicate a marked elevation in computational efficiency when the problem is transformed using the exponential best argument. This method is particularly pronounced in scenarios where integral curves exhibit exponential growth speed. The main takeaway from this study is the instrumental role of the regularization parameter. Its judicious selection based on the unique attributes of the problem can dictate the efficiency of the solution. In summary, this research not only offers an innovative method to solve stiff boundary value problems but also underscores the nuances involved in method selection, potentially paving the way for further refinements and applications in diverse domains.

Keywords