Title :
Consensus via adaptation of the network structure
Author :
DeLellis, Pietro ; di Bernardo, Mario ; Scafuti, Francesco
Author_Institution :
Dept. of Electr. Eng. & Inf. Technol., Univ. of Naples Federico II, Naples, Italy
Abstract :
In this paper, we solve the consensus problem in networks of integrators by evolving the network structure. Specifically, by extending the edge snapping mechanism presented in [1], we propose evolving approaches leading to the emergence of directed networks at steady-state. We show both theoretically and numerically that these novel strategies can be employed to promote the emergence of consensus on a specified value, which is not necessarily the average of the initial conditions, as in the original work on edge snapping [1].
Keywords :
adaptive control; multi-agent systems; networked control systems; consensus problem; directed steady-state network; edge adaptation rule; edge snapping mechanism; multiagent networks; the network structure; Couplings; Dynamics; Laplace equations; Multi-agent systems; Network topology; Steady-state; Topology;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6759957