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In this paper, a network of agents have antagonistic interactions and a new formation control problem is mathematically formulated and analyzed with the help of signed graph theory. Firstly, a formation control is designed for each agent in the antagonistic network. Then a sufficient and necessary condition is presented to ensure that the agents in the allied groups achieve their own desired formations...