社区内暴力的数学建模和风险等级分析。案例研究:尼日利亚三角洲州 Obiaruku 社区

Ossaiugbo Ifeanyi Marcus, Okposo Newton Ighomaro, Apanapudor Joshua Sarduana
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摘要

本文旨在通过一个确定性的常微分方程模型来捕捉族群内部暴力的动态变化,因此,作者发现了一些有趣的结果。多年来,缺乏优质教育、不安全、道路状况差、毒品和酗酒、政府中代表权不平等以及宗教衰败已被确定为支持族群内部暴力的关键因素。在这项研究工作中,我们将所有这些因素建立在一个描述族群内部暴力的确定性模型中,并进行了一些基本的数学分析,如解的正向性、不变区域的存在、无暴力均衡、暴力持续均衡、基本再现数、敏感性分析、稳定性分析和分岔分析。结果表明,无暴力均衡是全局渐近稳定的。模型出现了正向分岔。敏感性分析表明,不公正和不安全是基本繁殖数的高度敏感参数。我们还设计了一份调查问卷,以确定尼日利亚三角洲州 Obiaruku 社区的暴力风险水平,分析结果表明,该社区处于中等高风险水平,因此在该社区的大多数情况下都可能发生暴力事件。稳定性分析和敏感性分析的结果表明,在某些条件下,一个社区可以达到最高低风险水平和最高高和平水平。
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Mathematical Modeling of Intra-Communal Violence and Risk-Level Analysis. Case Study: Obiaruku Community in Delta State, Nigeria
This paper aims to capture the dynamics of intra-communal violence in a deterministic model of ordinary differential equations, accordingly, the Authors found some interesting results. Lack of quality education, insecurity, bad roads, drugs and alcoholism, unequal representation in government and religious decay have been identified as key factors supporting intra-communal violence over the years. In this research work we built all these factors into a deterministic model describing intra-communal violence and performed some basic mathematical analysis such as positivity of solutions, existence of invariant region, violence-free equilibrium, violence-persistent equilibrium, basic reproduction number, sensitivity analysis, stability analysis and bifurcation analysis. It was revealed that the violence-free equilibrium is globally asymptotically stable. The model exhibits a forward bifurcation. The sensitivity analysis revealed that injustice and insecurity are highly sensitive parameters of the basic reproduction number. We also designed a questionnaire to ascertain the violence risk level of Obiaruku community in Delta State, Nigeria and the analysis revealed that the community is at the medium high risk level and thus violence may occur in most cases in the community. The results of the stability analysis and the sensitivity analysis showed that under certain conditions, a community can be brought to the maximum low risk level and the maximum high peace level.
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