 A highly studied special case of the problem occurs where , taking the form of the problem .Solutions to the problem take the forms of several types of methods, including separable closed-form solutions, simultaneous closed-form solutions, and iterative solutions.The covariance of in the equation can be calculated for any randomly perturbed matrices and .