We study a 12-parameter stochastic process involving particles with tw
o-site interaction and hard-core repulsion on a d-dimensional lattice.
In this model, which includes the asymmetric exclusion process, conta
ct processes, and other processes, the stochastic variables are partic
le occupation numbers taking values n(x) = 0, 1. We show that on a ten
-parameter submanifold the k-point equal-time correlation functions [n
(x1) ... n(xk)] satisfy linear differential-difference equations invol
ving no higher correlators. In particular, the average density [n(x)]
satisfies an integrable diffusion-type equation. These properties are
explained in terms of dual processes and various duality relations are
derived. By defining the time evolution of the stochastic process in
terms of a quantum Hamiltonian H, the model becomes equivalent to a la
ttice model in thermal equilibrium in d + 1 dimensions. We show that t
he spectrum of H is identical to the spectrum of the quantum Hamiltoni
an of a d-dimensional, anisotropic, spin-1/2 Heisenberg model. In one
dimension our results hint at some new algebraic structure behind the
integrability of the system.