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莫兰的殖民时间在图表上的莫兰过程.

Lenka Kopfová1,2, Josef Tkadlec1

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此摘要是机器生成的。

在以莫兰过程为模型的空间结构群体中,殖民化时间在群体大小方面总是多项式. 这项研究为不同的图形结构提供了更严格的界限,并建议测量实际过程持续时间.

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科学领域:

  • 人口动态 人口动态
  • 随机过程是指随机的过程.
  • 数学生物学的数学生物学

背景情况:

  • 莫兰的出生死亡过程模拟了结构化群体中的自然选择.
  • 侵袭动态取决于人口规模和空间结构.
  • 之前的模型经常假设复制居民.

研究的目的:

  • 分析非繁殖居民的莫兰过程中的殖民时间.
  • 根据人口规模和图形结构,确定殖民时期的上限.
  • 建议替代测量过程持续时间.

主要方法:

  • 在图表上对莫兰过程进行数学分析.
  • 对预期的殖民时间的上限的推导.
  • 识别最坏情况的图形结构.

主要成果:

  • 殖民时间是由人口大小n的多项式函数所限制,具体来说是O(n^2).
  • 建立了更严格的界限:O ((n log n) 对于非定向图和O ((n) 对于正则图.
  • 确定了实现这些界限的特定图表.

结论:

  • 在空环境中的殖民是可计算的,具有可预测的时间限制.
  • 空间结构显著影响了殖民时期的持续时间.
  • 建议测量实际过程持续时间,而不是抽象的步骤计数,以实现实际应用.