6533b7d4fe1ef96bd1261eda
RESEARCH PRODUCT
Approximate Taylor methods for ODEs
Giovanni RussoPep MuletSebastiano BoscarinoDavid ZoríoAntonio Baezasubject
di Bruno's formulaODE integratorsGeneral Computer ScienceTaylor methodsComputer Science (all)MathematicsofComputing_NUMERICALANALYSISGeneral EngineeringOde010103 numerical & computational mathematicsFunction (mathematics)Present procedure01 natural sciencesFaà di Bruno's formula; ODE integrators; Taylor methods; Computer Science (all); Engineering (all)010101 applied mathematicssymbols.namesakeEngineering (all)FaàTaylor seriessymbolsCalculusApplied mathematics0101 mathematicsMathematicsdescription
Abstract A new method for the numerical solution of ODEs is presented. This approach is based on an approximate formulation of the Taylor methods that has a much easier implementation than the original Taylor methods, since only the functions in the ODEs, and not their derivatives, are needed, just as in classical Runge–Kutta schemes. Compared to Runge–Kutta methods, the number of function evaluations to achieve a given order is higher, however with the present procedure it is much easier to produce arbitrary high-order schemes, which may be important in some applications. In many cases the new approach leads to an asymptotically lower computational cost when compared to the Taylor expansion based on exact derivatives. The numerical results that are obtained with our proposal are satisfactory and show that this approximate approach can attain results as good as the exact Taylor procedure with less implementation and computational effort.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2017-12-01 |