  We explore thermodynamic relations in non-equilibrium steady states with
numerical experiments on a driven lattice gas. After operationally defining the
pressure and chemical potential in the driven lattice gas, we confirm
numerically the validity of the integrability condition (the Maxwell relation)
for the two quantities whose values differ from those for an equilibrium
system. This implies that a free energy function can be constructed for the
non-equilibrium steady state that we consider. We also investigate a
fluctuation relation associated with this free energy function. Our result
suggests that the compressibility can be expressed in terms of density
fluctuations even in non-equilibrium steady states.
