A class of singular control problems is made nonsingular by the addition of an integral quadratic functional of the control to the cost functional; a parameter

multiplies this added functional. The resulting nonsingular problem is solved for a monotonically decreasing sequence

. As

and

the solution of the modified problem tends to the solution of the original singular problem. A variant of the method which does not require that

is also presented. Four illustrative numerical examples are described.