AN EVOLUTIONARY COMPUTATION APPROACH TO GROUP BEHAVIOR ACQUISITION IN AUTONOMOUS ROBOTS
YANG Jie1, WU Jianbing2, WU Yuehua1, LIU Jiming3, HE Duohui2
1. Dept. of Precision Machinery, University of Science and Technology of China, Hefei 230026; 2. National Synchrotron Radiation Lab; 3. Hong Kong Baptist University
杨杰, 吴建兵, 吴月华, 刘际明, 何多慧. 自主式机器人群体行为的进化计算实现[J]. 机器人, 1999, 21(1): 34-39,80..
YANG Jie, WU Jianbing, WU Yuehua, LIU Jiming, HE Duohui. AN EVOLUTIONARY COMPUTATION APPROACH TO GROUP BEHAVIOR ACQUISITION IN AUTONOMOUS ROBOTS. ROBOT, 1999, 21(1): 34-39,80..
Abstract:This paper attempts to show the interrelationship between the autonomy of individual mobile robots and the evolution of their group behavior.Towards this end,we demonstrate how a genetic algorithm can be applied to evolve some globally optimal group behavior among autonomous robots,by way of selecting the appropriate sensory and behavioral parameters as well as specific task configurations.
1 Mataric M,Nilsson M,Simsarian K.Cooperative Multi-robot Box-pushing.In:Proceedings of the IEEE/R SJ Internation al Conference on Intelligent Robots and Systems(IROS' 95),1995 2 Husbands P,Cliff D,Harvey I.The Artificial Evolution of Robot Control Systems.In:Genetic Algorithms in Design Optimization:Proceedings of a Colloquium at the Institution of Mechanical Engineers, 1996 3 Fukuda T,Tritani G.Construction Mechanism of Group Behavior with Cooperation.In:Proceedings of the 1995 IEEE/RS J International Conference on Intelligent Robots and Systems,1995:535~542 4 吴建兵,杨杰,吴月华等.自主式机器人群创现组合智能的实现.中国第五届机器人学术会议论文集,哈尔滨:哈尔滨工业大学出版社,1997:477~482