these two optimal values okay and at least in the numerical experiments we've done that tends to be quite good this the the green curve is is concave and all the experiments we've looked at so far numerical experiments so basically the point is the result we have is something which characterizes the robustness of dynamic pricing through this notion of an uncertainty set over system parameters and says that you always do at least as well as the linear interpolation from the endpoints of your uncertainty set and this