NSGA-II用于生物图压缩

A. Zakirov, J. A. Brown
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引用次数: 6

摘要

对一种常见的生物参考生物(大肠杆菌)的检查表明,NSGA-II能够以不同的比率提供一系列压缩,使生物学家能够以一定的连接度来检查生物体的连接网络。这是由于一种新颖的方法,该方法基于在压缩方法中添加到图中的假链接的数量,在图的创建过程中对压缩网络与原始网络的相似性进行评分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
NSGA-II for biological graph compression
Examinations of a common biological reference organism, (E. coli), demonstrate that NSGA-II is able to provide a series of compressions at various ratios, allows a biologist to examine the organism’s connective networks with a measure of certainty of connectiveness. This is due to a novel method of scoring the similarity of the compressed network to the origional during the graph’s creation based on the number of false links added to the graph during the compression method.
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