The role of agent systems in complex modeling and decision making

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F25%3A00643604" target="_blank" >RIV/67985807:_____/25:00643604 - isvavai.cz</a>
Result on the web
<a href="https://msed.vse.cz/msed_2025/article/msed-2025-808-paper.pdf" target="_blank" >https://msed.vse.cz/msed_2025/article/msed-2025-808-paper.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
The role of agent systems in complex modeling and decision making
Original language description
Agent systems, particularly multi-agent systems, are becoming increasingly important tools for modeling and decision-making in complex environments, including finance, optimization, and epidemics. These systems simulate interactions between autonomous agents, which are individual entities that make decisions based on predefined rules, enabling the study of decentralized phenomena such as market behavior, social interactions, and information diffusion. By incorporating advanced statistical techniques, agent systems offer a more dynamic and adaptable approach compared to traditional, centralized models, capturing emergent behaviors and optimizing decisions in uncertain environments. This paper explores the role of agent systems in addressing challenges in complex domains, with a focus on their application in finance, optimization, epidemic modeling, and combating disinformation. The integration of agent-based models with principles of statistics and information theory is examined as a key factor driving the effectiveness of these systems in real-world applications. Through this examination, the paper highlights the growing significance of agent systems in tackling modern, decentralized problems that traditional methods have struggled to address.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
The 19th International Days of Statistics and Economics Conference Proceedings.
ISBN
978-80-87990-35-3
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
121-130
Publisher name
Melandrium
Place of publication
Slaný
Event location
Prague
Event date
Sep 4, 2025
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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