Mom should speak with an attorney.
She can relocate to Tennessee - and Dad can IMMEDIATELY file in court to have the children returned to CA. If he does so, he will likely be successful.
If Mom wishes to relocate the children, she will need to do one of two things: either get Dad's permission, or a court order. For the latter she'll need to prove that the move is in the best interests of the children.

