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In this paper, we use Hasse diagrams and generating functions to count alternating permutations with restricted prefix and suffix of lengths 3 and 4. In other words, for an alternating permutation , we restrict length-3 prefixes to follow certain patterns, such as and , or follow certain restrictions such as , similarly for prefixes of length 4. We also study the enumeration of alternating permutations with restrictions on both prefix and suffix.

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