Title :
On matrix factorization and finite-time average-consensus
Author :
Ko, Chih-Kai ; Gao, Xiaojie
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Abstract :
We study the finite-time average-consensus problem for arbitrary connected networks. Viewing this consensus problem as a factorization of 1/n11T by suitable families of matrices, we prove the existence of a finite factorization and provide tight bounds on the size of the minimal factorization by exhibiting finite-time average-consensus algorithms and bounding their runtimes. We also show that basic matrix theory yields insights into the structure of finite-time consensus algorithms.
Keywords :
algorithm theory; matrix decomposition; arbitrary connected networks; finite factorization; finite time average consensus algorithm; matrix factorization; matrix theory; minimal factorization; Convergence; Distributed computing; Equations; Fluctuations; Oscillators; Runtime; Satellites; Stochastic processes; Temperature sensors; Tree graphs;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5399577