Am I right in thinking that you have 50% of the invoice from 2016 left outstanding and it is this balance that you wish to clear down?
You could write it off as ‘Bad Debt’. When you look at the invoice go to More Options > Mark as Bad Debt
I would suggest asking your accountant the best way to account for this though as you could always create a dummy credit note but this may have VAT implications.