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基于事件触发机制的离散时间纳什平衡寻找具有异常抗性ESO的图形游戏
IEEE transactions on cybernetics
|March 25, 2024
概括
本研究介绍了一种基于异常耐阻扩展状态观察者 (ESO) 的新策略,用于在图形游戏中寻求离散时间纳什平衡 (NE),增强干扰估计和补偿强大的控制.
科学领域:
- 控制系统工程 控制系统工程
- 游戏理论 游戏理论
- 分布式系统 分布式系统
背景情况:
- 图形游戏容易受到干扰和异常测量.
- 现有的纳什平衡 (NE) 寻找方法可能缺乏针对这种不确定性的稳定性.
- 在分布式游戏系统中需要有效的沟通策略.
研究的目的:
- 开发一种耐干扰的离散时间纳什平衡 (NE),寻求用于图形游戏的策略.
- 为了提高控制系统的稳定性,使用异常抗性扩展状态观察器 (ESO).
- 通过事件触发机制来减少通信负载.
主要方法:
- 提出了一种基于离散时间异常值耐扩展状态观察者 (ESO) 的控制策略.
- 在邻近的参与者之间实施了事件触发的通信机制.
- 提供ESO和控制策略的收分析,包括epsilon-Nash平衡 (ε-NE) 的分析界限.
主要成果:
- 拟议的战略有效地估计和补偿异常测量下的干扰.
- 抗异常值的ESO和控制策略表明了趋同.
- 从名义系统的唯一点推导出 ε-NE 溶液偏差的分析上限.
- 该方法已成功扩展到高阶游戏系统.
结论:
- 开发的游戏策略确保了对一级和高级图形游戏的 ε-NE 趋同.
- 事件触发机制提高了通信效率.
- 战略的有效性通过卫星系统验证.
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