In this paper, we give a conjugate gradient iterative algorithm for Hermitian solutions of matrix equations under submatrix constraints. First, we transform the equations into two lower--order equations, then we construct a gradient iterative algorithm by conjugate gradients for lower--order equations to obtain the solutions and the optimal approximation of the matrix equations. Finally some numerical examples are...
