一些Pólya字符串模型的容量

Ohad Elishco, Farzad Farnoud, Moshe Schwartz, Jehoshua Bruck
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引用次数: 10

摘要

我们研究随机字符串复制系统,称为Pólya字符串模型,由生物体基因组中的某些随机突变过程驱动。与先前研究字符串复制系统的组合容量或符号频率等外围特性的工作不同,这项工作为几个概率模型提供了精确的容量或边界。特别给出了随机串联复制系统和末端复制系统的精确容量,并对补体串联复制系统的容量进行了定界。前者与群体遗传学中常见的beta分布之间,以及后者与随机排列特征之间,都有有趣的联系。
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The capacity of some Pólya string models
We study random string-duplication systems, called Pólya string models, motivated by certain random mutation processes in the genome of living organisms. Unlike previous works that study the combinatorial capacity of string-duplication systems, or peripheral properties such as symbol frequency, this work provides exact capacity or bounds on it, for several probabilistic models. In particular, we give the exact capacity of the random tandem-duplication system, and the end-duplication system, and bound the capacity of the complement tandem-duplication system. Interesting connections are drawn between the former and the beta distribution common to population genetics, as well as between the latter system and signatures of random permutations.
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