Should you put any plant food on separated Iris flowers in the fall when replanting?

Avoid plant food on the rhizome when you plant. Nitrogen can hurt the rhizome. The American iris society has an Excellent web page to show you how to plant your irises. Make sure you have a sunny spot that is well drained.