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October 19, 2026
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Agent-based simulation modelling for regional ecological-economic systems. A case study of the Republic of Armenia

Journal of machine learning and data analysis. 2016. Vol. 2. No. 1. P. 104–115.
Akopov A. S., Beklaryan A., Beklaryan L. A., Saghatelyan A. K.

In the article, actual problems of modeling of ecologic-economic systems on the example of the Republic of Armenia (RA) are considered. Based on methods of agent modeling and system dynamics the simulation model of ecological-economic system, which has allowed constructing the RA Ecological Map was created. The important purpose of the offered approach is search of scenarios of rational modernization of the agent-enterprises, which are the main sources of emissions of emissions with simultaneous definition of effective strategy of the government regulation. The bi-criterial optimization problem for the ecological-economic system of RA is formulated and solved with the help of the developed genetic algorithm

Research target: Computer Science Economics and Management Mathematics
Priority areas: management IT and mathematics business informatics
Language: English
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Keywords: имитационное моделированиемногокритериальная оптимизация system dynamics системная динамикаagent-based modelingsimulation modelingecological-economic systemэколого-экономическая системаmulti-objective optimizationагентно-ориентированное моделирование
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