Title :
Consensus on nonlinear spaces and graph coloring
Author_Institution :
Belgian Nat. Res. Fund, Univ. of Liege, Liege, Belgium
Abstract :
This paper comments on the complexity of equilibria reached by agents that evolve on a nonlinear space by interacting according to a fixed undirected graph. In particular, it considers agents on the projective space of ℝk, which links to the algorithmic problem of graph k-coloring. It is thereby shown that characterizing stable equilibria of repulsive agents on the projective space can be as difficult as graph coloring, that is NP-hard for k >; 2.
Keywords :
computational complexity; graph colouring; multi-agent systems; NP-hard; algorithmic problem; equilibria complexity; fixed undirected graph; graph k-coloring; nonlinear spaces; projective space; repulsive agents; Complexity theory; Couplings; Geometry; Heuristic algorithms; Multiagent systems; Optimization; Vectors;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160280