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Flocking with obstacle avoidance and connectivity maintenance in multi-agent systems

机译:在多智能体系统中进行植群并避开障碍并保持连接性

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The problems of flocking with both connectivity maintenance and obstacle avoidance for the network of dynamic agents are addressed. In the case where the initial network is connected, a set of decentralized flocking control protocols is presented by utilizing artificial potential functions combined with stream functions to enable the group to asymptotically achieve the desired stable flocking motion, which could not only maintain the network connectivity of the dynamic multi-agent systems for all time but also make all the agents avoid obstacles smoothly without trapping into local minima. Finally, nontrivial simulations and experiments are worked out to verify the effectiveness of the theoretical methods.
机译:解决了在通过动态代理网络进行连接维护和避障时出现的蜂群问题。在连接初始网络的情况下,通过利用人工势能与流功能相结合,提出了一组分散的植绒控制协议,以使该组能够渐近地实现所需的稳定植绒运动,这不仅可以保持网络的连通性,始终使用动态多智能体系统,而且还可以使所有智能体顺利避开障碍物,而不会陷入局部极小值。最后,进行了非平凡的仿真和实验,以验证理论方法的有效性。

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