Symmetry induced group consensus
Isaac Klickstein1, Louis Pecora2, Francesco Sorrentino1
1Department of Mechanical Engineering, University of New Mexico, Albuquerque, New Mexico 87106, USA.
This study introduces a novel group consensus method for complex networks, enabling symmetric nodes to reach common states. It allows distinct dynamics for non-symmetric nodes and explores isolated group consensus phenomena.
Area of Science:
- Complex Networks
- Control Theory
- Multi-agent Systems
Background:
- Traditional consensus problems focus on a single common final state, which is not always desirable in real-world complex networks.
- Existing group consensus methods often neglect the underlying network topology.
- A need exists for consensus strategies that account for network structure and allow for differentiated states among nodes.
Purpose of the Study:
- To develop a new type of group consensus that leverages network topology.
- To achieve consensus among symmetric nodes while allowing distinct dynamics for non-symmetric nodes.
- To investigate the possibility of isolated group consensus within network clusters.
Main Methods:
- Proposed a simple coupling protocol for heterogeneous linear agents that exploits network topology.
- Analyzed the dynamic behavior of nodes based on symmetry and network structure.
- Investigated consensus achievement on both stable and unstable trajectories.
Main Results:
- Demonstrated successful group consensus for heterogeneous linear agents by exploiting network topology.
- Showed that group consensus can be achieved on both stable and unstable trajectories.
- Observed and characterized the phenomenon of 'isolated group consensus,' where specific clusters reach consensus independently.
Conclusions:
- The proposed coupling protocol effectively achieves a novel form of group consensus in complex networks.
- Network topology plays a crucial role in enabling differentiated consensus states.
- The findings open possibilities for controlling complex systems with partial or clustered consensus.
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