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相关概念视频

Gene Evolution - Fast or Slow?02:05

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The genomes of eukaryotes are punctuated by long stretches of sequence which do not code for proteins or RNAs. Although some of these regions do contain crucial regulatory sequences, the vast majority of this DNA serves no known function. Typically, these regions of the genome are the ones in which the fastest change, in evolutionary terms, is observed, because there is typically little to no selection pressure acting on these regions to preserve their sequences.
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Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
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A population is composed of members of the same species that simultaneously live and interact in the same area. When individuals in a population breed, they pass down their genes to their offspring. Many of these genes are polymorphic, meaning that they occur in multiple variants. Such variations of a gene are referred to as alleles. The collective set of all the alleles within a population is known as the gene pool.
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Genetic variation is the diversity in DNA sequences found among individuals of the same species. This diversity is crucial for a species' survival because it helps organisms adapt to environmental changes. Genetic variation begins with fertilization, where an egg and sperm cell merge. Each of these cells carries 23 chromosomes, up to 46 in the fertilized egg. Chromosomes are long DNA strands that contain genes, the basic units of heredity.
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In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).
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Within the human body, a complex and detailed system of trillions of cells works in unison to sustain life. Each cell houses a nucleus, which contains 46 chromosomes divided into 23 pairs. Chromosomes are highly coiled structures made of the genetic material DNA. These chromosomes are essential carriers of genetic information, with half inherited from the mother through her egg and the other half from the father's sperm, combining to create the unique genetic makeup of an individual.
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使用基于遗传算法的优化来自动检测语义原体.

Yevhen Kostiuk1, Obdulia Pichardo-Lagunas2, Anton Malandii3

  • 1Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico City, Mexico.

PeerJ. Computer science
|June 22, 2023
PubMed
概括
此摘要是机器生成的。

我们开发了一种新的方法,可以使用遗传算法和PageRank自动从字典中提取语义原始单词. 这种方法改进了现有的语义分析技术.

关键词:
计算词典学是指计算的词典学.不同进化的差异进化.一个解释性词典.词典写作 词典写作 词典写作自然语言处理自然语言处理.这就是PageRank.语义素数是指语义素数.语义原体的语义原体

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科学领域:

  • 计算语言学 计算语言学
  • 自然语言处理自然语言处理.
  • 词典写作 词典写作 词典写作

背景情况:

  • 语义原体是意义的基本单位.
  • 从大型字典中提取这些原始词是具有挑战性的.
  • 现有的方法缺乏效率和准确性.

研究的目的:

  • 提出一种用于检索语义原始单词的自动化方法.
  • 为检索的原始体引入一个新的评估程序.
  • 改进语义原始提取的最先进技术.

主要方法:

  • 代表字典作为指向图形.
  • 使用带有PageRank的遗传算法进行优化.
  • 将问题定义为一个受约束的子集选择任务.
  • 尽量减少PageRank分数,同时坚持核心限值和循环预防.

主要成果:

  • 从WordNet.Net成功地检索了语义原始单词的集合.
  • 拟议的方法显示了比以前的方法更好的性能.
  • 评估程序验证了提取的原始体的质量.

结论:

  • 开发的方法提供了一种有效和高效的方式,可以自动识别语义原体.
  • 这项工作推进了计算词典学的领域.
  • 这种方法可以适应不同的词典和语言.