Credit: Mark Sullivan/

Joe Simpson is known to be very critical when it comes to daughter Jessica's love life, but he has no problem with Eric Johnson, to whom the singer became engaged last week.

On Sunday -- the same day that broke the engagement news -- papa Joe Tweeted: "So very happy for Jess and Eric. May they have a lifetime of joy and happiness."

Still no word from other members of the Simpson family.