This note studies the iterative solution to the coupled quaternion matrix
equations [?pi=1 T1i(Xi), ?pi=1 T2(Xi)... ?pi=1 Tp(Xi)] = [M1, M2,???, Mp],
where Tsi,s = 1, 2,???, p; is a linear operator from Qmi,xni onto Qps?qs,
Ms ? Qps?qs,s = 1, 2,???, p.i = 1, 2,???, p, by making use of a
generalization of the classical complex conjugate graduate iterative algorithm.
Based on the proposed iterative algorithm, the existence conditions of solution to the above
coupled quaternion matrix equations can be determined. When the considered
coupled quaternion matrix equations is consistent, it is proven by using a
real inner product in quaternion space as a tool that a solution can be
obtained within finite iterative steps for any initial quaternion matrices
[X1(0),???,Xp (0)] in the absence of round-off errors and the least
Frobenius norm solution can be derived by choosing a special kind of
initial quaternion matrices. Furthermore, the optimal approximation solution
to a given quaternion matrix can be derived. Finally, a numerical example is
given to show the efficiency of the presented iterative method.
Iterative solution of two matrix equations