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Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle. / Shalymov, Dmitry S.; Fradkov, Alexander L.

2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED). ред. / JL Martinez; Munoz; J Quevedo; J Morales. IEEE Canada, 2015. стр. 434-441 (Mediterranean Conference on Control and Automation).

Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование

Harvard

Shalymov, DS & Fradkov, AL 2015, Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle. в JL Martinez, Munoz, J Quevedo & J Morales (ред.), 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED). Mediterranean Conference on Control and Automation, IEEE Canada, стр. 434-441, 23rd Mediterranean Conference on Control and Automation, Torremolinos, Испания, 16/06/15. https://doi.org/10.1109/MED.2015.7158787

APA

Shalymov, D. S., & Fradkov, A. L. (2015). Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle. в JL. Martinez, Munoz, J. Quevedo, & J. Morales (Ред.), 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED) (стр. 434-441). (Mediterranean Conference on Control and Automation). IEEE Canada. https://doi.org/10.1109/MED.2015.7158787

Vancouver

Shalymov DS, Fradkov AL. Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle. в Martinez JL, Munoz, Quevedo J, Morales J, Редакторы, 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED). IEEE Canada. 2015. стр. 434-441. (Mediterranean Conference on Control and Automation). https://doi.org/10.1109/MED.2015.7158787

Author

Shalymov, Dmitry S. ; Fradkov, Alexander L. / Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle. 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED). Редактор / JL Martinez ; Munoz ; J Quevedo ; J Morales. IEEE Canada, 2015. стр. 434-441 (Mediterranean Conference on Control and Automation).

BibTeX

@inproceedings{e9ee5cd5dbf643a18477db927c0fd367,
title = "Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle",
abstract = "Dynamics of non-stationary processes that follow the MaxEnt principle for differential entropy is considered. A set of equations describing the dynamics of probability density function (pdf) for such processes is proposed. Equations are derived based on the Speed-Gradient principle originated in the control theory. The uniqueness of the limit pdf and asymptotic convergence of pdf are examined under the mass and energy conservation constraints.",
keywords = "Differential entropy, maximum entropy (Max-Ent) principle, non-stationary processes, probability density function (pdf), speed-gradient principle, MAXIMUM-ENTROPY, INFORMATION-THEORY, CAPACITY, SYSTEMS",
author = "Shalymov, {Dmitry S.} and Fradkov, {Alexander L.}",
year = "2015",
doi = "10.1109/MED.2015.7158787",
language = "Английский",
isbn = "9781479999361",
series = "Mediterranean Conference on Control and Automation",
publisher = "IEEE Canada",
pages = "434--441",
editor = "JL Martinez and Munoz and J Quevedo and J Morales",
booktitle = "2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED)",
address = "Канада",
note = "null ; Conference date: 16-06-2015 Through 19-06-2015",

}

RIS

TY - GEN

T1 - Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle

AU - Shalymov, Dmitry S.

AU - Fradkov, Alexander L.

PY - 2015

Y1 - 2015

N2 - Dynamics of non-stationary processes that follow the MaxEnt principle for differential entropy is considered. A set of equations describing the dynamics of probability density function (pdf) for such processes is proposed. Equations are derived based on the Speed-Gradient principle originated in the control theory. The uniqueness of the limit pdf and asymptotic convergence of pdf are examined under the mass and energy conservation constraints.

AB - Dynamics of non-stationary processes that follow the MaxEnt principle for differential entropy is considered. A set of equations describing the dynamics of probability density function (pdf) for such processes is proposed. Equations are derived based on the Speed-Gradient principle originated in the control theory. The uniqueness of the limit pdf and asymptotic convergence of pdf are examined under the mass and energy conservation constraints.

KW - Differential entropy

KW - maximum entropy (Max-Ent) principle

KW - non-stationary processes

KW - probability density function (pdf)

KW - speed-gradient principle

KW - MAXIMUM-ENTROPY

KW - INFORMATION-THEORY

KW - CAPACITY

KW - SYSTEMS

U2 - 10.1109/MED.2015.7158787

DO - 10.1109/MED.2015.7158787

M3 - статья в сборнике материалов конференции

SN - 9781479999361

T3 - Mediterranean Conference on Control and Automation

SP - 434

EP - 441

BT - 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED)

A2 - Martinez, JL

A2 - Munoz, null

A2 - Quevedo, J

A2 - Morales, J

PB - IEEE Canada

Y2 - 16 June 2015 through 19 June 2015

ER -

ID: 3936912