In this paper the model of difference equations for a kind of deterministic multi-phase decision making system and the existence conditions of its steady-state solution are derived, and the steady-state solution is obtained. Meanwhile the method of determining the unknown parameters in the model is proposed. By using Markov decision-making method, the steady-state solution for corresponding stochastic model is given and the optimal adjusting strategy that makes the system operation attain the ideal state is proposed.