The (R,max,+) algebra gives raise, to a "linear algebra" very usefull in the context of DEDS which can be represented by envent graphs. Some properties of this "linear algebra" are investigated. In particular, we study here the classification problem for these "spaces", duality theory, and give some insight into their "spaces of linear maps".