I'd remove it from the VC, change the IP and re-add it.
You don;t need to move your VMs from the host, they should continue to run . . but this wouldn't hurt.
Ideally, what you'd do is put the host in Maintenance mode (removing all VMs etc) remove from VC, change details, re-add.
Good luck.