  We study the one dimensional partially asymmetric simple exclusion process
(ASEP) with open boundaries, that describes a system of hard-core particles
hopping stochastically on a chain coupled to reservoirs at both ends. Derrida,
Evans, Hakim and Pasquier [J. Phys. A 26, 1493 (1993)] have shown that the
stationary probability distribution of this model can be represented as a trace
on a quadratic algebra, closely related to the deformed oscillator-algebra. We
construct all finite dimensional irreducible representations of this algebra.
This enables us to compute the stationary bulk density as well as all
correlation lengths for the ASEP on a set of special curves of the phase
diagram.
