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领导者跟随的共识与规定的时间限制和顺序的多代理系统与不断增加的规模:一个链式模式的方法
本研究引入了一种链式方法,用于在多代理系统中实现领导者遵循共识 (LFC). 它确保了规定的时间限制和秩序,即使系统规模不断增加.
科学领域:
- 控制理论 控制理论
- 网络化系统 网络化系统
- 机器人技术 机器人技术 机器人技术
背景情况:
- 多代理系统需要协调复杂的任务.
- 领导者遵循的共识 (LFC) 对于分散控制至关重要.
- 可扩展性和时间有限的性能是LFC的关键挑战.
研究的目的:
- 为领导者遵循共识 (LFC) 提出一种新的链式模式方法.
- 为了实现LFC与规定的时间限制和顺序为多代理系统.
- 为了应对日益扩大的规模和单向信息流的挑战.
主要方法:
- 使用链式模式的多项式编码来管理尺度变化.
- 嵌入基于时间约束的发电机,以保证时间和约束的坚持.
- 强制执行与单向链信息流相一致的订单属性.
主要成果:
- 在没有先前的相互作用知识的情况下,成功地限制了尺度变化的影响.
- 在规定的时间和范围内保证LFC,避免无限的时间变化的参数.
- 实现了顺序属性,与链特征保持一致.
结论:
- 建议的链式模式方法有效地实现了可扩展的LFC.
- 它在定向链网络中提供了有保证的时间限制的性能和秩序.
- 通过比较的例子,证明了对现有方法的有效性和优越性.
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