A generalized model for a multi-objective matrix game with fuzzy goals and fuzzy payoffs via fuzzy relation approach is presented in this paper. It is shown that solving such a game is equivalent to solving a pair of multi-objective non-linear optimization problems, and then the pair of multiobjective non-linear optimization problems can be reduced to two mutually dual multi-objective linear programming problems.