Yes. It can be quite weedy, though, so plant with caution. Find out how it behaves in your zone, and be sure you want the area planted to be taken over by an aggressive vine.
Morning glory reproduces by seeds that appear in little fruits that mature and dry out after the flower dies. Morning glory also can be reproduced by rooting a cutting that has no flowers, buds, or...