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Discussed evolutionary algorithms to solve multi-objective optimization problems, Proposed using IFDNAGA algorithm to solve multi-objective optimization of nutritional policy-making. Finally, IFDNAGA algorithm is applied into nutritional analysis and decision-making optimization problem to be seeking the best dietary structure. The results show that the algorithm is effective.