How do I reset DHCP address allocation on my iPhone 6?
You might also try Settings -> General -> reset -> reset network Settings

I believe that will flush DNS and DHCP and should have the desired effect. 

Note that you will also have to re-enter any WiFi passwords that were previously saved.