The interval Lyapunov matrix equation: Analytical results and an efficient numerical technique for outer estimation of the united solution set

Abstract

This note tries to propose an efficient method for obtaining outer estimations for the so-called united solution set of the interval Lyapunov matrix equation A X + X A T = F , where A and F are known real interval matrices while X is the unknown matrix; all of dimension n × n . We first explore the equation in the more general setting of AE-solution sets, and show that only a small part of Shary’s results on the AE-solution sets of interval linear systems can be generalized to the interval Lyapunov matrix equation. Then, we propose our modification of Krawczyk operator which enables us to reduce the computational complexity of obtaining an outer estimation for the united solution set to cubic, provided that the midpoint of A is diagonalizable.