Analysis of a renewal arrival process subject to geometric catastrophe with random batch killing

IF 1.8 4区 管理学 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Rairo-Operations Research Pub Date : 2023-10-25 DOI:10.1051/ro/2023171
Nitin Kumar
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Abstract

This paper considers a population model (system) which is prone to catastrophe that kills individuals in batches. Individuals enter the system in accordance with the renewal process and catastrophe occurs as per the Poisson process. The catastrophe attacks the population in a successive order in batches of random size, each batch of individuals dies with probability ξ. This successive process ends when the whole population is wiped out or a batch of individuals survives with probability 1 −ξ. This type of killing pattern is known as geometric catastrophe. The supplementary variable technique is used to develop the steady-state governing equations. Further using the difference operator, the distributions of population size are evaluated at arbitrary, pre-arrival, and post-catastrophe epochs. In addition to that, a few different measurements of the system’s performance are derived. In order to demonstrate the applicability of the model, a number of numerical and graphical outcomes are presented in the form of tables and graphs.
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随机批杀几何突变下的更新到达过程分析
本文考虑一个易发生个体批量死亡的突变的种群模型(系统)。个体按更新过程进入系统,灾变按泊松过程发生。灾难以随机大小的分批连续顺序袭击种群,每批个体的死亡概率为ξ。这个连续的过程在整个种群被消灭或一批个体以1−ξ的概率幸存时结束。这种类型的死亡模式被称为几何突变。利用补充变量技术建立了稳态控制方程。进一步使用差分算子,评估了任意、到达前和灾难后的种群规模分布。除此之外,还推导了几种不同的系统性能测量方法。为了证明该模型的适用性,以表格和图形的形式给出了一些数值和图形结果。
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来源期刊
Rairo-Operations Research
Rairo-Operations Research 管理科学-运筹学与管理科学
CiteScore
3.60
自引率
22.20%
发文量
206
审稿时长
>12 weeks
期刊介绍: RAIRO-Operations Research is an international journal devoted to high-level pure and applied research on all aspects of operations research. All papers published in RAIRO-Operations Research are critically refereed according to international standards. Any paper will either be accepted (possibly with minor revisions) either submitted to another evaluation (after a major revision) or rejected. Every effort will be made by the Editorial Board to ensure a first answer concerning a submitted paper within three months, and a final decision in a period of time not exceeding six months.
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