In Milton Friedmans capitalism and freedom, he discuss (among other things) that proposal - he admits not liking it too much, but it is better than the current system of welfare and it is more realistic to create that than to kill the welfare system.

In addition you save the expenditure associated with paying for the enforcement, social workers, etc.