Element IDs are supposed to be unique. Having multiple DIVs of the same ID would be incorrect and unpredictable, and defies the purpose of the ID. If you did this:
$('.myDiv').fadeOut();
That would fade both of them out, assuming you give them a class of myDiv and unique IDs (or none at all).