The Invoice Number is automatically defaulted to match the Order Code and can also be changed from the store admin panel.
FIRST:
Access the order from the Order top menu and open by clicking on the order number from the grid, see below.
NEXT:
Enter the new invoice number in the "Invoice Number" field and click Save Order.