Under the current law I don’t think you can deport the parents.
Not everyone who’s illegally in the country is going to be the parent of an American. Deport the ones you can.
Of course you can deport the parents, you don’t reward them for breaking the law. They can either take their child with them, or leave them behind. Deport them.