The most I have ever fertilized my peonies is a top dressing of compost or composted cow manure. Peonies don't need a lot of special care and perform just fine, as long as they are planted the correct depth, given time to sleep (year 1), creep (year 2) and leap (3 years in ground to really take off) and have adequate chilling hours.
