Well... just a reminder for myself.
Q: Why do not upgrade Fedora by yum?
A: "Yum updating to F7"
Q: What alternatives are there?
A: The article above mentions a method by calling mkinitrd with correct parameters, but I would rather upgrade from a DVD or reinstall.