By Evolutionary Game theories, this paper analyzes corporation's innovation behavior in cluster, and constructs three Game models: Hawk-Dove Game, Hawk-Dove-Retaliator Game and Hawk-Dove-Asymmetry Game. The results show that there is no pure strategy ESS in these models, but has mixed strategy ESS, which indicate the evolutionary stable character of synergic competition of corporation's innovation behavior.