Why can't Batman beat the Joker?

Batman exists in a grim reality and a big part of that reality is the physical toll on the human playing the part of superhero. That toll is inflicted repeatedly by the bad guys he faces and none has been front and center for the repeated toll like the Joker. Why is the Joker so hard to beat?