How do you find someone who doesn't want to be found?

I am looking for someone who served 16 years in the United States Navy and then disappeared off the face of the earth. The police reports state that there is reason to beleive she is alive just does not want to be found. Her family of origin love thier daughter and don’t understand why she won’t contact them. They just want to be sure she is ak.