I. Introduction
The rapid growth of electric vehicle (EV) population in the past decade [1] has attract attention from the electric power sectors and transportation departments because of the limited public EV parking lots (PLs) and the high electric requirement of charging infrastructure. The main limitations of EV parking lot scheduling include long charging time, uncertain parking periods, varied charging demands and limit of transformer limit. Currently, most of the parking lots deal with the EVs' charging requests using the first come-first-serve (FIFS) or earliest-deadline-first (EDF) charging strategies.