Multi-objective mathematical model based on the minimum volume of the wheel and force on the drive shaft for belt dirve was established. Its perfect and effective solution were searched by improved genetic algorithm and final fuzzy optimal solution was determined in terms of a theory of similarity priority ratio. The result indicates that it is scientific and practical for this method to deal with multi-objective optimization problems.