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In this paper, the ε-super efficient solution for set-valued map vector optimization in locally convex space is introduced. And under the assumption of the nearly generalized cone-subconvexlikeness for set-valued maps, used new methods, the scalarization theorem and Lagrange multiplier theorem for ε-super efficient solution are established.