规定的时间分布式整体滑动模式基于最小规范纳什平衡 在干扰下寻找单调游戏
IEEE transactions on cybernetics
|November 20, 2025
概括
这项研究提出了新的算法分布强大的纳什平衡寻找单调的游戏,即使在未知干扰. 这些方法确保玩家在一定的时间内达到最小规范的纳什平衡.
科学领域:
- 控制理论 控制理论
- 游戏理论 游戏理论
- 分布式系统 分布式系统
背景情况:
- 单调游戏在经济学和工程学中至关重要.
- 寻找分布式纳什平衡是由于干扰和缺乏强单调性而具有挑战性的.
- 现有的方法经常与未知的干扰界限和规定的时间收作斗争.
研究的目的:
- 开发规定的时间分布强大的纳什平衡,寻找单调游戏的算法.
- 为了解决未知和时间变化的干扰.
- 为了保证对最小规范纳什平衡的趋同.
主要方法:
- 引入了一个规范化术语,具有规定的时间衰减参数.
- 开发了一个基于signum的分布式算法,使用了整体滑动模式,领导者遵循共识和梯度方法.
- 设计了一种适应性整体滑动模式策略,以处理未知的干扰极限.
主要成果:
- 足够的条件用于在规定的时间内趋同到最小规范纳什平衡.
- 算法证明了对未知和时间变化的干扰的稳定性.
- 数字模拟验证了形成控制的有效性.
结论:
- 提出的策略有效地实现了规定的时间分布强大的纳什平衡,寻求单调的游戏.
- 这些方法适用于未知干扰和有限不确定性的场景.
- 这项研究有助于推进分布式优化和不确定性下的控制.
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