When you create the registry you can specify the service IP that is assigned (as long as another service hasn't claimed it).
$ oadm registry -o yaml > registry.yaml
$ vi registry.yaml
# Set the registry service `spec.clusterIP` field to a valid service IP (must be within the service CIDR, typically 172.30.0.0/16
$ oc create -f registry.yaml