PSO (PSO) trends in real life in recent years presents a leap trend. It is used in many aspects. Taking its advantages into account. Its application is taken into the evaluation of the performance appraisal. The existing assessment methods can not solve the problem of the present., this paper proposes a particle swarm optimization based on performance evaluation methods to optimize the performance assessment indicators, so that it is able to help examiners to assess personnel Evaluation.