Charles and Camilla had a 'relationship' when they were both young and single - Camilla was trying to make Andrew Parker Bowles jealous.
Charles went off to sea, Camilla and Andrew married.
The C & C re-engaged when Charles returned, and again when his marriage to Diana had 'irretrievably broken down'.
So basically - they've been together forever, even if not officially.