The exact functionals associated with the (singlet) ground
state
and the two singlet excited states of the asymmetric Hubbard dimer
at half-filling are calculated using both Levy’s constrained
search and Lieb’s convex formulation. While the ground-state
functional is, as is commonly known, a convex function with respect
to the density, the functional associated with the doubly excited
state is found to be concave. Also, because the density-potential
mapping associated with the first excited state is noninvertible,
its “functional” is a partial, multivalued function
composed of one concave and one convex branch that correspond to two
separate domains of the external potential. Remarkably, it is found
that, although the one-to-one mapping between density and external
potential may not apply (as in the case of the first excited state),
each state-specific energy and corresponding universal functional
are “functions” whose derivatives are each other’s
inverse, just as in the ground state formalism.