Restocking fee for item not in stock and never shipped!

Can a vendor (say furniture) charge a restocking fee to cancel an order for item not in stock or that which was never shipped.
I think they should not and should allow to cancel the order or make a best effort to fix any issue the customer has.

I am dealing with this issue right now - more details coming soon...