Got the same problem with my EDGE 2008 limited, changed some bulbs but it came back, brought it to the dealer and they replaced the sockets till now everything is fine.
I thought it maybe had to do with the volt regulator or something ....
Also i was thinking ot change it to led but i don't know where and which types i need (any one a suggestion)