Symbolic Regression for Approximating Analytic Solutions to Differential Equations
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.
Authors
- Dionisel Yamba Regalado (ORCID: https://orcid.org/0000-0003-3378-2881)
Institutions
- Western Mindanao State University (PH)
Publication Details
- Journal
- International journal of research and scientific innovation
- Published
- 2025-01-01
- DOI
- https://doi.org/10.51244/ijrsi.2025.120800044
- Primary Topic
- Control Systems and Identification
- Type
- article
- Field-Weighted Citation Impact
- 0.00