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Computational aspects of DNA multifractal analysis

机译:DNA多重分形分析的计算方面

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This paper expands a multifractal analysis technique for deoxyribonucleic acid (DNA). A previously developed technique that breaks a DNA sequence into subsequences based on the individual constituent bases, and treats each of these as strange attractors from which the multifractal dimension is estimated. Experiments are performed to determine the minimum window size, scaling multiplier and scaling range. A minimum window size of 256 bases, a dyadic scale multiplier and a scaling range from 64 to 256 bases is needed for estimation of multifractal measures. Experimental results show that the generated subsequences exhibit multifractal properties which can be localized at different positions along the sequences.
机译:本文扩展了脱氧核糖核酸(DNA)的多重分形分析技术。一种先前开发的技术,该技术基于各个组成碱基将DNA序列分解为子序列,并将它们中的每一个视为奇怪的吸引子,据此可以估计多重分形维数。进行实验以确定最小窗口大小,缩放倍数和缩放范围。估计多重分形量度需要至少256个碱基的窗口大小,二进位比例乘数和64到256个碱基的缩放范围。实验结果表明,所产生的子序列具有多重分形特性,可以分布在沿着序列的不同位置。

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