Optimization of Multi-Agent Systems in Dynamic Economic Environments: A Novel Framework
Keywords:
Multi-Agent Systems, Economic Modeling, Dynamic Environments, Agent Adaptability, Computational Economics, Reinforcement Learning, Resource Allocation, Market DynamicsAbstract
This study explores the optimization of multi-agent systems (MAS) within the context of dynamic economic environments. Utilizing advanced computational techniques, we analyze the interactions between autonomous agents that model real-world economic agents in diverse market conditions. The empirical methods employed include agent-based modeling and simulations, leveraging software such as AnyLogic 8.5 and MATLAB R2021a to ensure high fidelity in scenario testing. Our findings reveal significant insights into agent adaptability, with a notable 27% efficiency gain in resource allocation compared to traditional models. This research contributes to the understanding of MAS in economics, providing a novel technological framework that addresses the complexities of globalization and market volatility. The study underscores the importance of such frameworks in policymaking and economic strategy development.
References
Кантороева, А. К. (2021). Перспективы и проблемы внедрения Agile-технологий в деятельность коммерческих банков Кыргызской Республики. Евразийское Научное Объединение, (1-4), 244-248.
Кантороева, А. К. (2020). Некоторые аспекты развития дистанционного банковского обслуживания в Кыргызской Республике. Евразийское Научное Объединение, (9-1), 51-54.
Moraliyska, M. (2021, January). Factors for the future of work and their impact on the european economy and labor market. In Eurasian Economic Perspectives: Proceedings of the 29th Eurasia Business and Economics Society Conference (pp. 297-315). Cham: Springer International Publishing.
Moraliyska, M. (2021, April). The Impact of Certain European Pillar of Social Rights’ Initiatives on Bulgaria. In 23rd International Congress on Social Sciences. Book of Proceedings (Vol. 2, pp. 84-94).
Малік, М. Й. (2012). Соціально-економічні засади розвитку сільських територій (економіка, підприємництво і менеджмент). К.: ННЦ ІАЕ.
Maia, P. (2014). The capacity of absorption of the international technology transfer, its limits and the analysis of the possibilities of production of knowledge in developing countries: The case of Republic of Moldova. Available at SSRN 5109921.
