种群中具有年龄依赖结构的分支过程的聚结

Pub Date : 2022-04-06 DOI:10.1080/15326349.2022.2055073
S. Yadav, A. Laha
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引用次数: 0

摘要

分支过程及其变异是种群动力学研究中广泛使用的数学模型,它是指某一代的所有个体为下一代产生一定数量的随机个体。最近,分支过程在运筹学、市场营销、金融、遗传学等领域也有应用。在分支过程聚结的背景下,有一个问题引起了人们的注意:假设分支过程由第0代的一个个体开始,第n代分支过程得到的树的总体大小大于1。接下来,从第n代中随机选择两个人,追溯他们的血统,直到他们相遇。称之为Xn随机生成。目的是研究Xn的性质。虽然许多作者已经对简单和多类型离散时间分支过程的这一问题进行了研究,但对于允许一个个体存活一代以上并且可以生育不止一次的实际扩展,却没有引起太多的注意。我们研究了一些确定性和随机情况下的这个问题。关于Xn的一些数学性质的显式表达式已经得到了确定树的大类。对于随机树,我们给出了一些特殊情况的显式表达式。我们也得到了当n趋于无穷时Xn的性质。此外,还进行了仿真分析,并讨论了一些有趣的见解。
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Coalescence in branching processes with age dependent structure in population
Abstract Branching process and their variants are a widely used mathematical model in the study of population dynamics, in which all individuals in a given generation produces some random number of individuals for the next generation. In the recent past, branching process has also found applications in areas like operations research, marketing, finance, genetics etc. A problem that has caught attention in the context of coalescence in branching process is as follows: Assume that the branching process is started by one individual in 0th generation and the population size of the tree obtained by branching process in generation n is greater than 1. Next, pick two individuals from n th generation at random and trace their lines of descent back till they meet. Call that random generation by Xn . The objective is to study the properties of Xn . While this problem has been studied by many authors for simple and multitype discrete time branching processes, not much attention has been given for the realistic extension when one individual is allowed to survive for more than one generation and can also give birth more than once. We study this problem for some deterministic and random cases. Explicit expressions about some mathematical properties of Xn have been derived for broad classes of deterministic trees. For random trees, we provide explicit expression for some special cases. We also derive properties of Xn as n goes to infinity. Additionally, simulation analysis has also been performed and some interesting insights are discussed.
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