which can be purchased inexpensively (this 48-piece Russian piping tip set from Kootek is selling for under $6 at the time of writing), are specially designed to produce complex flower designs ...

Hence, you can line your piping bag with layers of different colors or mix them up to mimic the beauty of real flowers.