Title :
The fast convergence analysis of finite-time consensus for multi-agent systems with switching topology
Author :
Li, Rui ; Shi, Yingjing ; Tan, Sheldon X -d
Author_Institution :
Sch. of Autom., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper, a fast convergence consensus problem of multi-agent systems with switching topology in finite-time domain is investigated. The problem can be formulated as a time-optimal control problem of a switched system with unknown weight parameters and switching times. By applying a time transformation and an inequality transformation, we convert the fast convergence consensus problem into a canonical optimal parameter selection problem, which can be solved by a nonlinear optimization method. One illustrative example demontrates the effectiveness of the proposed method.
Keywords :
convergence; multi-agent systems; multi-robot systems; nonlinear programming; time optimal control; time-varying systems; canonical optimal parameter selection problem; fast convergence analysis; fast convergence consensus problem; finite-time consensus; finite-time domain; inequality transformation; multiagent systems; nonlinear optimization method; switched system; switching times; switching topology; time transformation; time-optimal control problem; unknown weight parameters; Convergence; Multiagent systems; Network topology; Protocols; Switches; Topology; Vectors; Finite-time consensus; Multi-agent; Optimization method; Time scaling transform;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3