this paper adresses a methodology for madeling and designing evolutionary algorithm for 3 degrees of freedom (DOF) manipulators. the approach is based on linear graph modeling and genatic algorithm, where the latter is used to aveluate the fit of the linear graph model.the best fitness funcation of the genetic algorithm willl be used to improve the performance of the manipulator.