In this section
@article{Ferraro:2024:10.1080/00207179.2023.2259016,
author = {Ferraro, P and Yu, JY and Ghosh, R and Alam, SE and Marecek, J and Wirth, F and Shorten, R},
doi = {10.1080/00207179.2023.2259016},
journal = {International Journal of Control},
pages = {2151--2161},
title = {On unique ergodicity of coupled AIMD flows},
url = {http://dx.doi.org/10.1080/00207179.2023.2259016},
volume = {97},
year = {2024}
}
TY - JOUR
AB - The AIMD algorithm, which underpins the Transmission Control Protocol (TCP) for transporting data packets in communication networks, is perhaps the most successful control algorithm ever deployed. Recently, its use has been extended beyond communication networks, and successful applications of the AIMD algorithm have been reported in transportation, energy, and mathematical biology. A very recent development in the use of AIMD is its application in solving large-scale optimisation and distributed control problems without the need for inter-agent communication. In this context, an interesting problem arises when multiple AIMD networks are coupled in some sense (usually through a nonlinearity). The purpose of this note is to prove that such systems in certain settings inherit the ergodic properties of individual AIMD networks. This result has important consequences for the convergence of the aforementioned optimisation algorithms. The arguments in the paper also correct conceptual and technical errors in Alam et al. (2020, The convergence of finite-averaging of AIMD for distributed heterogeneous resource allocations. arXiv:2001.08083 [math.OC].).
AU - Ferraro,P
AU - Yu,JY
AU - Ghosh,R
AU - Alam,SE
AU - Marecek,J
AU - Wirth,F
AU - Shorten,R
DO - 10.1080/00207179.2023.2259016
EP - 2161
PY - 2024///
SN - 0020-7179
SP - 2151
TI - On unique ergodicity of coupled AIMD flows
T2 - International Journal of Control
UR - http://dx.doi.org/10.1080/00207179.2023.2259016
UR - https://www.tandfonline.com/doi/full/10.1080/00207179.2023.2259016
UR - http://hdl.handle.net/10044/1/112283
VL - 97
ER -
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