  The minimum value function appearing in Tikhonov regularization technique is
very useful in determining the regularization parameter, both theoretically and
numerically. In this paper, we discuss the properties of the minimum value
function. We also propose an efficient method to determine the regularization
parameter. A new criterion for the determination of the regularization
parameter is also discussed.
