If I was you, I would start by Googling "Best linux distro for DHCP server" and go from there. I don't have any experience setting up a linux server to be just a DHCP server. Plus I only use Red Hat, Fedora and Ubuntu. Hope this gets you started.
-Give a man a fish, feed him for a day. Teach a man to fish, feed him for a life time.