Numerical derivation of multivariate functions
We consider the problem of the numerical derivation of a function of several real variables. The proposed numerical method is based on the singular value expansion of the integral formulation of the derivative problem generalised to the multivariate case. The resulting derivation method is able to compute the partial derivatives of a multivariate function sampled at points in general position. The accuracy of the proposed method is analysed and confirmed by numerical tests performed for different distributions of the sampling points.
Authors
- Pierluigi Maponi (ORCID: https://orcid.org/0000-0002-7609-0589)
- Nadaniela Egidi (ORCID: https://orcid.org/0000-0003-4646-2836)
- Josephin Giacomini (ORCID: https://orcid.org/0000-0001-7772-569X)
Publication Details
- Journal
- Applied Numerical Mathematics
- Published
- 2024-12-31
- DOI
- https://doi.org/10.1016/j.apnum.2024.12.011
- Primary Topic
- Iterative Methods for Nonlinear Equations
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- European Commission
- Faculty of Science and Engineering, University of Manchester