This paper identifies the crucial tasks of e-mobility fleet management which is to be understood the operation of a fleet of vehicles powered by electricity. It is shown that the essentials can be mapped to a quadratic assignment problem. This makes the use of well-known ant algorithms available in order to solve the e-mobility fleet management problem even in the dynamic case. A simulator using efficient concurrency management was built in order to validate the results.