The right way to implement a policy like that is to say that supervisors are not permitted to have relationships with their subordinates. That way, if such a relationship develops against the rules, it's clear upon whom the consequences should fall: the supervisor.
Supervisors get more money and power from the organization than their subordinates, so it's fair for the organization to have higher expectations for the behavior of the supervisor than the subordinate.