Swarming of Multi-agents Based on Fuzzy Controller

被引:0
作者
Wang Fu-sheng [1 ]
Sun Yi-xiang [1 ]
Yang Hong-yong [2 ]
机构
[1] Ludong Univ, Yantai 264025, Peoples R China
[2] Ludong Univ, Sch Comp Sci & Technol, Yantai 264025, Peoples R China
来源
2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11 | 2008年
关键词
multi-agents; swarming; Fuzzy controller; consensus;
D O I
10.1109/CCDC.2008.4597527
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A large-scale multi-agents model is presented. Based on individual local observed information of the swarm, a Fuzzy controller of the attraction and repulsion function is built. Combining with the rate consensus algorithm the swarming of the separation, cohesion and alignment is achieved. By applying the connected network from the individual local perceived information, the aggregation of the multi-agent systems can swarm following a whole consensus in the computer simulation.
引用
收藏
页码:1307 / +
页数:2
相关论文
共 12 条
[1]  
[Anonymous], 1987, Comput. Graph.
[2]   EQUATIONS DESCRIPTIVE OF FISH SCHOOLS AND OTHER ANIMAL AGGREGATIONS [J].
BREDER, CM .
ECOLOGY, 1954, 35 (03) :361-370
[3]   Information flow and cooperative control of vehicle formations [J].
Fax, JA ;
Murray, RM .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (09) :1465-1476
[4]   Stability analysis of social foraging swarms [J].
Gazi, V ;
Passino, KM .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (01) :539-557
[5]  
Gazi V, 2002, P AMER CONTR CONF, V1-6, P1813, DOI 10.1109/ACC.2002.1023830
[6]   Local control strategies for groups of mobile autonomous agents [J].
Lin, ZY ;
Broucke, M ;
Francis, B .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (04) :622-629
[7]   Stability of multiagent systems with time-dependent communication links [J].
Moreau, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (02) :169-182
[8]   Consensus problems in networks of agents with switching topology and time-delays [J].
Olfati-Saber, R ;
Murray, RM .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (09) :1520-1533
[9]   Consensus seeking in multiagent systems under dynamically changing interaction topologies [J].
Ren, W ;
Beard, RW .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (05) :655-661
[10]   NOVEL TYPE OF PHASE-TRANSITION IN A SYSTEM OF SELF-DRIVEN PARTICLES [J].
VICSEK, T ;
CZIROK, A ;
BENJACOB, E ;
COHEN, I ;
SHOCHET, O .
PHYSICAL REVIEW LETTERS, 1995, 75 (06) :1226-1229