The Role of Information in Game-Theoretic Decisions on Distributed Systems

信息在分布式系统博弈论决策中的作用

• 批准号: DP140100819
• 负责人: Prof Tansu Alpcan
• 金额: $ 25.93万
• 依托单位: The University of Melbourne
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2014
• 资助国家: 澳大利亚
• 起止时间: 2014-01-01 至 2019-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP140100819
• 关键词: Role; Information; Game; Theoretic; Decisions

Game theory is an important instrument for analysis and design of resource allocation algorithms on distributed systems. In many real-world problems, information available to agents is incomplete in contrast to the perfect information assumption often made. This project will investigate game-theoretic decisions and quantify information analytically using concepts from information theory. A better understanding and quantitative modelling of information will lead to distributed systems that are optimal and robust with respect to communication constraints. Project outcomes will be applicable to electrical power grids, renewable energy generation and storage, water irrigation networks, and communication systems.

博弈论是分析和设计分布式系统资源分配算法的重要工具。在许多现实世界的问题中，可供代理人使用的信息是不完整的，而不是完美的信息假设。这个项目将研究博弈论的决策和量化信息分析使用信息理论的概念。更好地理解信息并对其进行定量建模，将导致分布式系统在通信限制方面达到最佳和稳健。项目成果将适用于电网、可再生能源发电和储存、灌溉网络和通信系统。