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Let and denote the symmetric group and alternating group of degree with , respectively. Let be the set of all -cycles in . The \emph{complete alternating group graph}, denoted by , is defined as the Cayley graph on with respect to . In this paper, we show that () is not a normal Cayley graph. Furthermore, the automorphism group of for is obtained, which equals to $(CAG_n)=(R(A_n)\rtimes (S_n))\rtimes _2\cong (A_n\rtimes S_n)\rtimes _2R(A_n)$ is the right regular representation of , is the inner automorphism group of , and , where is the map ().

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