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Opti-SW: An improved gene sequence alignment algorithm

机译:Opti-SW:改进的基因序列对准算法

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摘要

This paper aims to improve the speed and complexity of Smith-Waterman (SW) algorithm. For this purpose, the SW algorithm was improved by reducing the complexity and task load of the computation of the scoring matrix without sacrificing the alignment accuracy. Then, the optimized algorithm, denoted as the Opti-SW, was verified through experiment. The results show that the Opti-SW boasts low time complexity, fast computing speed and light computing load. The research findings shed new light on the database search for gene sequences.
机译:本文旨在提高史密斯 - 水工(SW)算法的速度和复杂性。为此目的,通过降低评分矩阵的计算的复杂性和任务负载而不牺牲对准精度来提高SW算法。然后,通过实验验证了优化的算法,表示为Opti-SW。结果表明,Opti-SW具有低时间复杂性,快速计算速度和光计算负载。研究发现在数据库搜索基因序列上的新光。

著录项

  • 来源
    《Ingenierie des Systemes d'Information》 |2018年第6期|73-85|共13页
  • 作者单位

    College of Computer and Information Engineering Inner Mongolia Agricultural University Hohhot 010018 China College of Data Science and Application Inner Mongolia University of Technology Hohhot 010080 China Inner Mongolia Autonomous Region Engineering & Technology Research Center of Big Data Based Software Service Hohhot 010080 China;

    College of Computer and Information Engineering Inner Mongolia Agricultural University Hohhot 010018 China;

    College of Data Science and Application Inner Mongolia University of Technology Hohhot 010080 China Inner Mongolia Autonomous Region Engineering & Technology Research Center of Big Data Based Software Service Hohhot 010080 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    gene sequence alignment; smith-waterman (SW) algorithm; optimization; opti-SW;

    机译:基因序列对准;史密斯水曼(SW)算法;优化;Opti-SW;

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