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For a graph , let denote the adjacency eigenvalues of . We investigate the asymptotic maximum of for fixed and . We prove general bounds on for all pairs and also give general bounds on the related problem of minimizing for fixed and . We prove that for all looped graphs on vertices, Our method also gives a new short proof of the Nordhaus-Gaddum result for the spectral radius proved by Terpai that . We also show the close relation of these Nordhaus-Gaddum type problems to recent work on the maximum spectral gaps of graphs by Brooks, Linz and Lu.

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