TY - GEN
T1 - Modelling, analysis and control of multi-agent systems
T2 - 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011
AU - Lu, Jinhu
AU - Chen, Guanrong
AU - Yu, Xinghuo
PY - 2011
Y1 - 2011
N2 - Multi-agent systems are ubiquitous in the world. Recently, multi-agent systems have received increasing attention from mathematics, physics, engineering sciences, and social science communities. This paper firstly introduces several fundamental concepts and then reviews several representative models of multi-agent systems, including the Boids model, Vicsek model, Couzin-Levin model and its invariants, and various complex dynamical networks. Based on these models, it further investigates the dynamical behaviors of multi-agent systems, such as consensus, convergence, adaptation, and consensus decision-making. Moreover, it briefly reviews the main progress in the control of multi-agent systems. Finally, it looks ahead into some important research topics on multi-agent systems, with regard to modelling, analysis, and control.
AB - Multi-agent systems are ubiquitous in the world. Recently, multi-agent systems have received increasing attention from mathematics, physics, engineering sciences, and social science communities. This paper firstly introduces several fundamental concepts and then reviews several representative models of multi-agent systems, including the Boids model, Vicsek model, Couzin-Levin model and its invariants, and various complex dynamical networks. Based on these models, it further investigates the dynamical behaviors of multi-agent systems, such as consensus, convergence, adaptation, and consensus decision-making. Moreover, it briefly reviews the main progress in the control of multi-agent systems. Finally, it looks ahead into some important research topics on multi-agent systems, with regard to modelling, analysis, and control.
UR - https://www.scopus.com/pages/publications/79960883737
U2 - 10.1109/ISCAS.2011.5938013
DO - 10.1109/ISCAS.2011.5938013
M3 - 会议稿件
AN - SCOPUS:79960883737
SN - 9781424494736
T3 - Proceedings - IEEE International Symposium on Circuits and Systems
SP - 2103
EP - 2106
BT - 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011
Y2 - 15 May 2011 through 18 May 2011
ER -