Analytic expressions approximate initial value problems, suggesting symbolic regression may enhance solutions.
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.
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Dionisel Yamba Regalado (2025) studied this question.
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