Emergent Behavior Research Based on Multi-Agent Coevolution Mechanism

被引：0

作者：

Xue Hongtao ^{[1
]}

Yang Guang ^{[2
]}

Pan Liang ^{[1
]}

Yin Dong ^{[1
]}

机构：

[1] Natl Univ Def Technol, Coll Mechatron Engn & Automat, Changsha 410073, Hunan, Peoples R China

[2] Cent S Univ, Coll Civil Engn, Changsha 410075, Hunan, Peoples R China

来源：

2013 32ND CHINESE CONTROL CONFERENCE (CCC) | 2013年

关键词：

Multi-Agent System; Coevolution; Emergent Behavior; Aggregation; NetLogo;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The process of coevolution exists among multiple species in the ecological system, which is one of the primary features for emergent phenomena and behaviors. In this paper, we analyze the emergent behaviors in the process of multi-agent competitive coevolution, propose the research frame for emergent behaviors based on multi-agent coevolution mechanism, establish the multi-agent coevolution dynamics model and the elect strategy model, and design individual rule set of the agent. At last, we implement the system by multi-agent modeling language, NetLogo. With simulation experiments of the birds-bugs prey problem, we analyze emergent behaviors of aggregation in the process of multi-agent coevolution, and summarize the principle of emergent behaviors and parameters of multi-agent coevolution rules.

引用

页码：7179 / 7184

页数：6

共 7 条

[1]

Bucci A., 2003, FOGA, V7, P221

[2]

Clement JJ, 2008, MODEL MODEL SCI EDUC, V2, P1, DOI 10.1007/978-1-4020-6494-4

[3]

Ficici SG, 2003, LECT NOTES COMPUT SC, V2723, P286

[4]

Miller JH, 2007, PRINC STUD COMPLEX, P1, DOI 10.1007/1-4020-5602-8_1

[5] Flocking Behaviour: Agent-Based Simulation and Hierarchical Leadership [J].

Quera, Vicenc ;

Beltran, Francesc S. ;

Dolado, Ruth .

JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2010, 13 (02)

[6]

Xue HT, 2007, PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 5, P736

[7]

Xue HT, 2002, PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, P1275, DOI 10.1109/WCICA.2002.1020787

← 1 →