calculus: High Dimensional Numerical and Symbolic Calculus in R
The R package calculus implements C++ optimized functions for numerical and symbolic calculus, such as the Einstein summing convention, fast computation of the Levi-Civita symbol and generalized Kronecker delta, Taylor series expansion, multivariate Hermite polynomials, high-order derivatives, ordin...
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| description | The R package calculus implements C++ optimized functions for numerical and symbolic calculus, such as the Einstein summing convention, fast computation of the Levi-Civita symbol and generalized Kronecker delta, Taylor series expansion, multivariate Hermite polynomials, high-order derivatives, ordinary differential equations, differential operators and numerical integration in arbitrary orthogonal coordinate systems. The library applies numerical methods when working with R functions or symbolic programming when working with characters or expressions. The package handles multivariate numerical calculus in arbitrary dimensions and coordinates and implements the symbolic counterpart of the numerical methods whenever possible, without depending on external computer algebra systems. Except for Rcpp, the package has no strict dependencies in order to provide a stable self-contained toolbox that invites re-use. |
| doi_str_mv | 10.48550/arxiv.2101.00086 |
| format | Article |
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| identifier | EISSN: 2331-8422 |
| ispartof | arXiv.org, 2020-12 |
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| language | eng |
| recordid | cdi_arxiv_primary_2101_00086 |
| source | Freely Accessible Journals; arXiv.org |
| subjects | Calculus Computer algebra Computer Science - Mathematical Software Computer Science - Numerical Analysis Coordinates Differential equations Hermite polynomials Mathematical analysis Mathematics - Numerical Analysis Multivariate analysis Numerical analysis Numerical integration Numerical methods Operators (mathematics) Ordinary differential equations Series expansion Symbolic programming Taylor series |
| title | calculus: High Dimensional Numerical and Symbolic Calculus in R |
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