发展中国家犯罪的数学模型及其控制策略

Bilali Mataru, O. J. Abonyo, D. Malonza
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引用次数: 2

摘要

在大多数发展中国家,犯罪是最具挑战性的问题之一,失业是其原因之一。并不是所有的犯罪都能被根除;本文旨在通过提出失业-犯罪动态的确定性数学模型,包括作为犯罪控制措施的职业培训和就业,为消除发展中国家与失业有关的犯罪作出贡献。本研究在模型制定和模型分析上采用流行病学模型的概念,同时考虑失业是犯罪的主要驱动因素。分析了模型的基本性质,利用Lipschitz条件建立了模型的适定性。利用新一代矩阵得到犯罪再现数,从而得到模型局部稳定和全局稳定的条件。此外,利用中心流形理论分析了当犯罪再生产数等于1时,是否存在向后和正向分叉。对模型进行了仿真,以验证模型的理论部分,并证明职业培训和就业策略在同时应用时更有效地打击犯罪。调查结果表明,应解决失业问题,以减少失业人员参加犯罪活动的人数。
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Mathematical Model for Crimes in Developing Countries with Some Control Strategies
Crime is one among the most challenging problems in most developing countries in which unemployment is among the causes. Not all kind of crimes can be eradicated indeed; this paper is intended to contribute on eradication of unemployment-related crimes in the developing countries by proposing a deterministic mathematical model of unemployment-crime dynamics including vocational training and employment as control measures for crime. The study adopts the epidemiological model concepts on model formulation and model analysis while considering unemployment as main driver of crime. The basic properties of the model are analyzed, and well-posed of the model is established by using the Lipschitz condition. The next-generation matrix is used to obtain the criminal reproduction number which help to derive the conditions for local and global stability of the model. Moreover, the existence of backward and forward bifurcation when the crime reproduction number is equal to one was analyzed by center manifold theory. Simulations of the model are carried out to validate the theoretical part of the model and demonstrate vocational training, and employment strategies are more effective in combating crime when applied simultaneously. The findings suggest that unemployment problem should be addressed in order to reduce the number of unemployed individuals in joining the criminal activities.
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