Management of critical parameters of logistics and infrastructure projects by means of computer experiment (on the example of the security and defense sector in war conditions)

İngilizce (OpenAlex)

The subject of the research in the article is the management of critical parameters of infrastructure and logistics projects using theexample of the security and defense sector in wartime by means of computer experiments using modern artificial intelligence tools, inparticular multi-agent systems. The purpose of the study is to conduct a computer experiment to study the critical parameters of thefunctioning of infrastructure and logistics projects based on intelligent models that apply the theory of multi -agent systems. Thearticle solves the following tasks: formalization of technical parameters of transport infrastructure; formalization of the subject areaof logistics and infrastructure project management, modeling of critical parameters of the functioning of infrastructure and logisticsprojects under martial law, risk assessment of logistics and infrastructure projects based on the analysis of critical locations. Thefollowing methods are used: operations research methods; computer modeling methods, artificial intelligence technologies, inparticular multi-agent systems; risk theories. Research results: the methodology for conducting a computer experiment modelingcritical parameters of the functioning of infrastructure and logistics projects under martial law was considered. The implementation oflogistics projects was analyzed depending on such criteria as distance, project time, load capacity, critical zones of logistics projectsand qualitative benefits from implementation. A matrix of logistics project routes under martial law was developed. A qualitative andquantitative analysis of the risks of logistics and infrastructure projects under martial law was conducted. Conclusions: the obtainedscientific results complement the methodology of infrastructure project management and make it possible to implement logisticsprojects under martial law and the worsening of the food security situation, in particular as alternatives to the Black Sea GrainInitiative, as well as infrastructure and logistics projects in the security and defense sector under war conditions. The results obtainedcan also be applied in planning logistics projects for the supply of weapons under martial law.