The researcher who coined the term "alpha male" for wolves later rescinded any claim to the term's validity. Turned out he was studying "packs" of random wolves kept in captivity, and the "fights for dominance" were actually territorial disputes between unrelated wolves. Packs in the wild consist of an elder mated pair and their adult children. So in the wild, "alpha wolf" is more like "grandpa or grandma wolf".