有限粒子数量的空间生与死过程

IF 0.7 Q3 STATISTICS & PROBABILITY Modern Stochastics-Theory and Applications Pub Date : 2015-07-21 DOI:10.15559/22-VMSTA203
V. Bezborodov, L. Di Persio
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引用次数: 0

摘要

本研究的目的是在${\mathbb{R}^{\ mathm {d}}}$上建立具有一般出生率和死亡率的空间生死过程的基本性质。得到了具有时间依赖速率的空间生灭过程,作为一类随机方程的解。当出生率在${\mathbb{R}^{\ mathm {d}} $上的积分随系统粒子数的增长不大于线性增长时,证明了唯一解的存在性、唯一性、律唯一性和强马尔可夫性。构造过程的鞅属性为启发式生成器提供了严格的连接。研究了聚合模型的路径行为。估计了非消光条件下粒子的消光概率和粒子数的增长率。
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Spatial birth-and-death processes with a finite number of particles
The aim of this work is to establish essential properties of spatial birth-and-death processes with general birth and death rates on ${\mathbb{R}^{\mathrm{d}}}$. Spatial birth-and-death processes with time dependent rates are obtained as solutions to certain stochastic equations. The existence, uniqueness, uniqueness in law and the strong Markov property of unique solutions are proven when the integral of the birth rate over ${\mathbb{R}^{\mathrm{d}}}$ grows not faster than linearly with the number of particles of the system. Martingale properties of the constructed process provide a rigorous connection to the heuristic generator. The pathwise behavior of an aggregation model is also studied. The probability of extinction and the growth rate of the number of particles under condition of nonextinction are estimated.
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来源期刊
Modern Stochastics-Theory and Applications
Modern Stochastics-Theory and Applications STATISTICS & PROBABILITY-
CiteScore
1.30
自引率
50.00%
发文量
0
审稿时长
10 weeks
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