多智能体环境下的自进化决策支持系统

Tofig Hasanov, Motoyuki Ozeki, N. Oka
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引用次数: 0

摘要

长期以来,多智能体系统一直是研究的热点。这些系统广泛应用于物流、管理、各种模拟、游戏开发等领域。本文通过研究多智能体环境下智能体决策支持系统的有效性,寻求一种提高多智能体系统灵活性和效率的方法。我们还研究了在多智能体系统中动态创建和修改决策支持系统的优点(如在运行时添加新智能体的能力)和缺点(如增加复杂性)。
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Self-Evolving Decision Support Systems in Multi-agent Environment
Multi-Agent Systems have been in the focus of research interest for a long time. These systems are used widely in such areas as logistics, management, various simulations, game development and many others. In this paper, we search for a method to increase flexibility and efficiency of Multi-Agent Systems by investigating the usefulness of Decision Support Systems for intelligent agents in multi-agent environment. We also research advantages, such as the ability to add new agents at run-time, and disadvantages, such as increased complexity, of creating and modifying Decision Support Systems dynamically in Multi-Agent System.
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