Animals escaping their fences

When making fences for my animals in order to breed them, I go away, do my stuff in Minecraft, come back, and check out that animals have escaped, I don't even have enough animals in a fence for them to be very tightened up, it's starting to become annoying, and I would really like for this to be fixed.