Butcher order condition Created 2026-09-29 Updated 2026-10-07
A Butcher order condition equates the coefficient assigned by a Runge-Kutta method to a rooted tree with the corresponding exact Taylor coefficient. Satisfying every condition through tree order is equivalent to Runge–Kutta order at least .
Classical fourth-order Runge-Kutta method Created 2026-10-05 Updated 2026-10-06
The classical four-stage explicit Runge-Kutta method uses
It satisfies the fourth-order conditions for a Runge-Kutta method. Its polynomial stability function excludes A-stability, while gives the imaginary-axis stability interval .
Dissipative vector field 2026-10-05
A real vector field is dissipative in an inner product if
for all . Two solutions of the ordinary differential equation satisfy
Thus their distance never increases. The linear case recovers the dissipative operator condition. B-stability asks whether a Runge-Kutta method preserves this contraction for every positive step size.
With and , a Runge-Kutta method has order at least four exactly when the eight Butcher order conditions
hold; powers of are componentwise. These conditions match the numerical and exact coefficients indexed by rooted trees through order four. Matching the scalar Dahlquist test equation alone is insufficient to check the nonlinear Butcher order conditions.