This research seeks to develop a methodology to examine the individual entity behavior in reverse production systems where every entity considers its own objective function subject to its own constraints and is effected by decision variables of other entities. We develop a two-stage algorithm to determine the robust price and flow functions for upstream tier in a non-cooperative manner and solve for the Nash equilibrium prices in the competitive downstream tier.