You can't change your delivery address after you've placed your order and payment has been made.
However, you can update or add a new delivery address for your next order.
To update the delivery address for your next order, go to your profile and select "Address book". Edit or add a new address.
Your new address will appear in checkout to select for your next order.
Read more about failed delivery and collections.