Standard

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). ed. / JL Martinez; Munoz; J Quevedo; J Morales. IEEE Canada, 2015. p. 434-441 (Mediterranean Conference on Control and Automation).

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

Harvard

Shalymov, DS & Fradkov, AL 2015, Dynamics of Differential Entropy Maximization Process via the Speed Gradient Principle. in JL Martinez, Munoz, J Quevedo & J Morales (eds), 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED). Mediterranean Conference on Control and Automation, IEEE Canada, pp. 434-441, 23rd Mediterranean Conference on Control and Automation, Torremolinos, Spain, 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. In JL. Martinez, Munoz, J. Quevedo, & J. Morales (Eds.), 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED) (pp. 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. In Martinez JL, Munoz, Quevedo J, Morales J, editors, 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED). IEEE Canada. 2015. p. 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). editor / JL Martinez ; Munoz ; J Quevedo ; J Morales. IEEE Canada, 2015. pp. 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