Controllability refers to a situation in which a Multi-agent System may be steered from one state to another using specified rules. As a result, there is belief in achieving a given condition by explicit advances. The level of dynamism in the topology and the level of determinism in the environment are two fundamental criteria that determine multi-agent system controllability. The topology of a powerful multi-agent system changes on a regular basis, altering the connections between agents and hence their cooperative effort. This survey focuses on the controllability of MAS in a switching network with a leader that follows the closest neighbour collaboration rule. The leader/pioneer is a single agent that functions as an output to control other agents/members. Because the results of activities are unknown under non-deterministic situations, agents must choose new activities after observing the aftereffects of their prior actions, which causes time delay and limits agent proactivity. Controllability is often achieved in a concentrated manner in the literature, where a certain leader educates supporters how to achieve a specific goal. Controllability has different applications which incorporates managing airplane, vehicle, and robots.
翻译:多试剂系统的可控性是指多试剂系统从一个国家转向另一个国家使用特定规则的情况。因此,人们相信通过明确的进步可以达到一个特定的条件。地形的活力和环境的确定性水平是决定多试剂系统可控性的两个基本标准。强大的多试剂系统的地形变化经常改变,改变代理人之间的联系,从而改变其合作努力。这项调查的重点是MAS在与一个遵循最近邻协作规则的领导人的转换网络中的可控性。领导/领导者/领导者是作为控制其他代理人/成员的输出的单一代理人。由于活动的结果在非非非决定性的情况下是未知的,因此在观察其先前行动的影响之后,代理人必须选择新的活动,这会造成时间的拖延和限制代理人的主动性。控制性通常是在文献中以集中的方式实现的,在文献中,某些领导人教育支持者如何实现具体目标。控制性有不同的应用,包括管理飞机、车辆和机器人。