Metaprogramming Applied to Numerical Problems

Details Metaprogramming Applied to Numerical Problems Metaprogramming Applied to Numerical Problems

2011-10-14

arxiv.org/abs/1110.3233v1

Physics

Computational Physics

4 pages,2 figures,3 listings

Scientific paper

From the discovery that the template system of C++ forms a Turing complete language in 1994, a programming technique called Template Metaprogramming has emerged that allows for the creation of faster, more generic and better code. Here, we apply Template Metaprogramming to implement a generic Runge-Kutta scheme that can be used to numerically solve ordinary differential equations. We show that using Template Metaprogramming results in a significantly improved performance compared to a classical implementation.

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