Abstract: Based on theory of weighted arithmetic average prediction method, the paper introduces the optimal weighted geometric combined prediction method, arrives at some important conclusions about judging existence of optimal weighted geometric combined model and finally the author make an error analysis and comparison between optimal weighted average arithmetic combined prediction and optimal weighted geometric average combined prediction.