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In this paper, the neural network of self-organizing map is used to overcome the tie tree drawback, which is a serious problem in traditional phylogenetic tree reconstruction, and improve the preciseness of phylogenetic tree. The multifurcating tree is also reconstructed to replace the role of traditional binary tree, so that the system evolution be displayed more precisely. By giving proper parameters, the arrangement and sequence cluster can be optimized. The experiments indicate that this method is effective.
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