Why is whinnie the pooh called whinnie the pooh?

A. A. Milne was writing a story for a small boy and the bear was at first called Edward Bear but there was also a short story of a swan called Pooh so somewhere in time the bear became a Pooh bear. The Winnie was introduced after Christopher visited a bear in Winnipeg zoo.