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Symbolic Regression for Approximating Analytic Solutions to Differential Equations

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  • Dionisel Y. Regalado

    (North western Mindanao State College of Science and Technology)

Abstract

Approximate analytic expressions are obtained for initial value problems with purely numerical solutions. Symbolic regression was utilized to obtain such analytic expression. For functions that are Lipschitz continuous, results revealed that the maximum absolute error (sup-norm) is bounded.

Suggested Citation

  • Dionisel Y. Regalado, 2025. "Symbolic Regression for Approximating Analytic Solutions to Differential Equations," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 12(8), pages 527-534, August.
    • Handle: RePEc:bjc:journl:v:12:y:2025:i:8:p:527-534
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