Abstract: In order to provide high quality of service，rational scheduling and resource allocation are needed when a great many of tasks requesting grid resources.By quantifying some important properties of Grid QoS and maximizing cost-performance ratio of the system，it provides a grid resource selection optimization model based on GASA，and introduces the flow of the algorithm.Finally，it testifies the validity of this model by an emulation experiment.