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The problem of electricity market dispatch is a multi-objective optimization problem. Based on the traditional Weighted method and Ideal point method, a new method is proposed in this paper, and a case was calculated. Compared with the date in literature, we know the relative error is less than 5%, so this method is effective. In order to get a comprehensive understanding of this method, uncertainty analysis is taken into account.