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RESIDUAL-BASED OPTIMIZATION OF FIFTH-ORDER RUNGE-KUTTA METHODS | ||
| Computational Methods for Differential Equations | ||
| مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 29 مهر 1405 اصل مقاله (1.43 M) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22034/cmde.2026.72086.3632 | ||
| نویسندگان | ||
| Sèka Hippolyte* 1؛ N'gohissè Konan Firmin2؛ Taha Manin Mathurin1 | ||
| 1Institut National Polytechnique Félix Houphouët-Boigny, Côte d’Ivoire. | ||
| 2Université Péléforo GON COULIBALY, Côte d’Ivoire. | ||
| چکیده | ||
| In this work, we study a parametric family of fifth-order Runge--Kutta methods depending on a free parameter and their optimization using an approach based on minimizing the sum of squares of the residuals associated with higher-order conditions. Unlike the classical approach restricted to conditions of order 6, we successively consider conditions of orders 6, 7, and 8 in order to assess their influence on the quality of the optimization. The results suggest that the use of order-8 conditions in the construction of the error function may lead, in several cases, to improved satisfaction of higher-order conditions compared with optimizations based on orders 6 or 7. This improvement appears to result from a more comprehensive reduction of higher-order approximation defects, allowing a more balanced distribution of errors. This study highlights the interest of incorporating higher-order conditions into optimization procedures for Runge--Kutta methods and provides a residual-based strategy for selecting free parameters in parametric families of methods. Finally, the optimized methods obtained are compared with the classical Butcher, Fehlberg, and Dormand--Prince methods. | ||
| کلیدواژهها | ||
| Runge--Kutta methods؛ order conditions؛ residual minimization؛ numerical methods for ODEs؛ Butcher theory | ||
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