Some things I have heard that help:
1) Reducing light (no light for a couple days helps) (Have done this)
2) Hydrogen Peroxide (I do this)
3) Tech M Magnesium (Kent Marine) (I do this)
4) UV Sterilizers (Just added)
5) Manually sucking it off rock as you do these things (DEFINITELY helps, I kept waiting for it to go away with all of this dosing-- it doesnt happen quickly thats for sure been battling for months. I moved and upgraded tanks and at same time sucked the stuff off the rock, it hasn't come back it's been about a week, still dosing)
6) Heavy skimming (I do this, skimming for 300 gallons on my 180)
7) Allegedly they can also feed on phosphates, so anything you do to remove phosphates can help. New RO unit membrane and filters, phosban reactors, etc.)
my .02