From Wikipedia

The word anarchy comes from the ancient Greek ἀναρχία (anarchia), which combines ἀ (a), "not, without" and ἀρχή (arkhi), "ruler, leader, authority." Thus, the term refers to a person or society "without rulers" or "without leaders".