KFU. Card publication. Intensity approximation of random fluctuation in complex systems

KAZAN
FEDERAL UNIVERSITY

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- ES

INTENSITY APPROXIMATION OF RANDOM FLUCTUATION IN COMPLEX SYSTEMS

Form of presentation

Articles in Russian journals and collections

Year of publication

2002

Authors, employees of KFU

Gafarov Fail Mubarakovich, author

Yulmetev Renat Muzipovich, author

Other authors

D.G Yulmetyeva; N.A Emeljanova

Bibliographic description in the original language

R.M Yulmetyev, , F.M Gafarov , D.G Yulmetyeva, N.A Emeljanova. "Intensity approximation of random fluctuation in complex systems" Physica A: Statistical Mechanics and its Applications Volume 303, Issues 3–4, 15 January 2002, Pages 427–438

Annotation

The Markov and non-Markov processes in complex systems are examined with the help of dynamical information Shannon entropy method. Here we consider the essential role of two mutually independent channels of entropy involving creation of correlation and annihilation of correlation. The developed method has been used to analyze the intensity fluctuation of the complex systems of various nature: in psychology (to analyze numerical and pattern short-time human memory, to study the effect of stress on the parameters of the dynamical taping-test) and in cardiology (to analyze the random dynamics of RR-intervals in human ECG's and to diagnose various diseases of human cardiovascular systems). The received results show that the application of intensity approximation allows to improve essentially the diagnostics of parameters in the evolution of human dynamic states.

Keywords

Intensity fluctuation; Complex systems; Nonlinear phenomena; Markov and non-Markov processes; Dynamical information Shannon entropy; Application in psychology and cardiology

The name of the journal

PHYSICA A

URL

http://www.sciencedirect.com/science/article/pii/S0378437101005611

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=89245&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Gafarov Fail Mubarakovich	ru_RU
dc.contributor.author	Yulmetev Renat Muzipovich	ru_RU
dc.date.accessioned	2002-01-01T00:00:00Z	ru_RU
dc.date.available	2002-01-01T00:00:00Z	ru_RU
dc.date.issued	2002	ru_RU
dc.identifier.citation	R.M Yulmetyev, , F.M Gafarov , D.G Yulmetyeva, N.A Emeljanova. "Intensity approximation of random fluctuation in complex systems" Physica A: Statistical Mechanics and its Applications Volume 303, Issues 3–4, 15 January 2002, Pages 427–438	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=89245&p_lang=2	ru_RU
dc.description.abstract	PHYSICA A	ru_RU
dc.description.abstract	The Markov and non-Markov processes in complex systems are examined with the help of dynamical information Shannon entropy method. Here we consider the essential role of two mutually independent channels of entropy involving creation of correlation and annihilation of correlation. The developed method has been used to analyze the intensity fluctuation of the complex systems of various nature: in psychology (to analyze numerical and pattern short-time human memory, to study the effect of stress on the parameters of the dynamical taping-test) and in cardiology (to analyze the random dynamics of RR-intervals in human ECG's and to diagnose various diseases of human cardiovascular systems). The received results show that the application of intensity approximation allows to improve essentially the diagnostics of parameters in the evolution of human dynamic states.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject		ru_RU
dc.title	Intensity approximation of random fluctuation in complex systems	ru_RU
dc.type	Articles in Russian journals and collections	ru_RU