论文标题
代理:羊群的自适应分组捕获方法
AGENT: An Adaptive Grouping Entrapping Method of Flocking Systems
论文作者
论文摘要
这项研究提出了一种分布式算法,该算法通过自动决策,平滑的羊群和分布良好的捕获来使代理的自适应分组捕获多个目标。代理商根据环境信息做出决定要包围的目标。提出了一种改进的人工潜在方法,以使代理能够平稳自然地改变形成以适应环境。拟议的策略确保了群体的协调能够在群体上发展多个目标的现象。我们使用模拟实验和设计指标来验证提出方法的性能,以分析这些模拟和物理实验。
This study proposes a distributed algorithm that makes agents' adaptive grouping entrap multiple targets via automatic decision making, smooth flocking, and well-distributed entrapping. Agents make their own decisions about which targets to surround based on environmental information. An improved artificial potential field method is proposed to enable agents to smoothly and naturally change the formation to adapt to the environment. The proposed strategies guarantee that the coordination of swarm agents develops the phenomenon of multiple targets entrapping at the swarm level. We validate the performance of the proposed method using simulation experiments and design indicators for the analysis of these simulation and physical experiments.