Sure you can! Propagating bird of paradise cuttings needs to be done in early spring by severing a piece of rhizome with a sharp, clean knife. Use some good rooting hormone on the open cuts. Each division should have a fan with attached roots. Put each cutting in a small, clean pot with high-quality potting soil.