Eq. (4) is a quadratic function of the components of the weight vector W. There is a single globe point in which W=W* and MSE is minimized. If the input correlation matrix is nonsingular, the optimum solution of the weight vector W*, Winer solution, could be obtained by the Widrow–Hoff eqation