Once the plants are split, they can be replanted in the desired spot in the garden and given a good watering. This rejuvenating procedure will ensure new growth and you can look forward to twice as many flowers. The best time for splitting and rejuvenating herbaceous perennials is in autumn after they have been pruned or in early spring. Early flowering herbaceous perennials should be split in February or straight after they have flowered.