In this day and age, there is absolutely no reason for them NOT to do a DNA test when the case at hand centers around paternity.
Anything less is sheer idiocy.

"I wish I could drink like a lady. I can take one or two at the most. Three and I'm under the table. Four and I'm under the host"
-- Dorothy Parker