群体行为
植绒(纹理)
群机器人
群体智能
集体行为
适应性
集体智慧
人工智能
计算机科学
内涵
人机交互
生态学
生物
机器学习
社会学
复合材料
哲学
粒子群优化
材料科学
语言学
人类学
作者
Haibin Duan,Mengzhen Huo,Yanming Fan
摘要
The collective behaviors of animals, from schooling fish to packing wolves and flocking birds, display plenty of fascinating phenomena that result from simple interaction rules among individuals. The emergent intelligent properties of the animal collective behaviors, such as self-organization, robustness, adaptability and expansibility, have inspired the design of autonomous unmanned swarm systems. This article reviews several typical natural collective behaviors, introduces the origin and connotation of swarm intelligence, and gives the application case of animal collective behaviors. On this basis, the article focuses on the forefront of progress and bionic achievements of aerial, ground and marine robotics swarms, illustrating the mapping relationship from biological cooperative mechanisms to cooperative unmanned cluster systems. Finally, considering the significance of the coexisting-cooperative-cognitive human-machine system, the key technologies to be solved are given as the reference directions for the subsequent exploration.
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