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Speed-Gradient Entropy Maximization in Networks. / Fradkov, Alexander L.; Shalymov, Dmitry S.; Proskurnikov, Anton V.

2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW). IEEE Canada, 2016. p. 62-66.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Fradkov, AL, Shalymov, DS & Proskurnikov, AV 2016, Speed-Gradient Entropy Maximization in Networks. in 2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW). IEEE Canada, pp. 62-66, IEEE Conference on Norbert Wiener in the 21st Century (21CW), Melbourne, Australia, 13/07/16.

APA

Fradkov, A. L., Shalymov, D. S., & Proskurnikov, A. V. (2016). Speed-Gradient Entropy Maximization in Networks. In 2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW) (pp. 62-66). IEEE Canada.

Vancouver

Fradkov AL, Shalymov DS, Proskurnikov AV. Speed-Gradient Entropy Maximization in Networks. In 2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW). IEEE Canada. 2016. p. 62-66

Author

Fradkov, Alexander L. ; Shalymov, Dmitry S. ; Proskurnikov, Anton V. / Speed-Gradient Entropy Maximization in Networks. 2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW). IEEE Canada, 2016. pp. 62-66

BibTeX

@inproceedings{39f7aa4061e445f3b4c18a43a9b847f0,
title = "Speed-Gradient Entropy Maximization in Networks",
abstract = "Dynamics of networks which tend to reach consensus from the MaxEnt principle perspective is considered. We use an approach based on the Speed-Gradient Principle that was successfully used to investigate entropy-driven systems. We derive a new equation describing dynamics of networks with an arbitrary topology and show the convergence to the uniform distribution, i.e. consensus state.",
keywords = "CONSENSUS PROTOCOLS, COOPERATIVE CONTROL, INFORMATION-THEORY, SYSTEMS, PRINCIPLE, FLOCKING, DYNAMICS, MAXIMUM",
author = "Fradkov, {Alexander L.} and Shalymov, {Dmitry S.} and Proskurnikov, {Anton V.}",
year = "2016",
language = "Английский",
pages = "62--66",
booktitle = "2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW)",
publisher = "IEEE Canada",
address = "Канада",
note = "null ; Conference date: 13-07-2016 Through 16-07-2016",

}

RIS

TY - GEN

T1 - Speed-Gradient Entropy Maximization in Networks

AU - Fradkov, Alexander L.

AU - Shalymov, Dmitry S.

AU - Proskurnikov, Anton V.

PY - 2016

Y1 - 2016

N2 - Dynamics of networks which tend to reach consensus from the MaxEnt principle perspective is considered. We use an approach based on the Speed-Gradient Principle that was successfully used to investigate entropy-driven systems. We derive a new equation describing dynamics of networks with an arbitrary topology and show the convergence to the uniform distribution, i.e. consensus state.

AB - Dynamics of networks which tend to reach consensus from the MaxEnt principle perspective is considered. We use an approach based on the Speed-Gradient Principle that was successfully used to investigate entropy-driven systems. We derive a new equation describing dynamics of networks with an arbitrary topology and show the convergence to the uniform distribution, i.e. consensus state.

KW - CONSENSUS PROTOCOLS

KW - COOPERATIVE CONTROL

KW - INFORMATION-THEORY

KW - SYSTEMS

KW - PRINCIPLE

KW - FLOCKING

KW - DYNAMICS

KW - MAXIMUM

M3 - статья в сборнике материалов конференции

SP - 62

EP - 66

BT - 2016 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW)

PB - IEEE Canada

Y2 - 13 July 2016 through 16 July 2016

ER -

ID: 7581135