How do I retain the user preference in WooCommerce Checkout - Ship to different address

In the WooCommerce cart, you can set the default to ship to the billing address. The user can then check a box to enable a different shipping address. For returning customers it is a nuisance that you have to check the box again. I would like to remember the state of the checkbox for logged in users, so that not only the address information is shown, but also the state of the checkbox is the same as for the last order.