R. Scherer et W. Wendler, COMPLETE ALGEBRAIC CHARACTERIZATION OF A-STABLE RUNGE-KUTTA METHODS, SIAM journal on numerical analysis, 31(2), 1994, pp. 540-551
Important stability concepts for Runge-Kutta methods are I-, A-, and B
-stability. For these properties there exist very similar algebraic ch
aracterizations. The characterization of B-stability is known for S-ir
reducible methods. In this paper, an algebraic characterization of I-s
tability and A-stability related to the coefficients of the method is
deduced without any assumption on the Runge-Kutta methods. The corresp
onding linear dynamic system and its transfer function is considered.
The positive real lemma characterizes the passivity of the system or e
quivalently the positive realness of the transfer function by the Lyap
unov equation. Dropping the assumption of controllability and observab
ility a generalization is possible using the Kalman canonical decompos
ition. Interpreting the modified stability function of a Runge-Kutta m
ethod as the transfer function, the positive real lemma yields a compl
ete algebraic characterization of A-stable Runge-Kutta methods.