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Multi-agent Stochastic Systems with Switched Topology and Noise

机译:具有切换拓扑和噪声的多智能体随机系统

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摘要

In this paper the multi-agent stochastic systems are considered under randomly switched agents communications topology and noisy information about the current states of neighbouring agents. We study the consensus problem for such systems when controls actions are formed by the local voting protocol (stochastic approximation type algorithm). This protocol is applied to the load balancing distributed computer system and to the system of Unnamed Aerial Vehicles (the UAVs system). Obtained results are important for the control properties analysis of production or logistic networks, multiprocessor or multicomputer networks, etc.
机译:在本文中,考虑了在随机切换的智能体通信拓扑和关于相邻智能体当前状态的嘈杂信息下的多智能体随机系统。当控制动作由本地投票协议(随机近似类型算法)形成时,我们研究此类系统的共识问题。该协议适用于负载平衡分布式计算机系统和未命名飞机系统(UAVs系统)。获得的结果对于生产或物流网络,多处理器或多计算机网络等的控制属性分析非常重要。

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