An article in the Scientific America has an interesting possibility down the road. Now there is research to find materials to put in asphalt to melt snow on contact.
Maybe solar can be the answer. Think how county budgets could no longer have to put in contingency funds for road clearing. And road crews wouldn't have to put in overtime.