The DHCP daemon seemingly wants to stay in control, so edit /etc/dhcpcd.conf and follow the example therein.
/etc/dhcpcd.conf
Otherwise others recommend editing /etc/network/interfaces (haven't tried this – it contains a warning about dhcp).
/etc/network/interfaces