information length in dynamical systems

A.-J.  Guel-Cortez

information length in dynamical systems

A.-J. Guel-Cortez

Research output: Contribution to conference › Poster

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Abstract

Information geometry or the application of differential geometry to
the information sciences has become a promising tool for the analysis of
complex dynamical systems. From the information geometry tools, we have
the concept of information length defined as the integral of the information
rate and describing the total amount of statistical changes that a time-varying
probability distribution takes through time.
Throughout this poster, we introduce the definition of information length and
its application to stochastic thermodynamics, abrupt events detection,
time series analysis and control engineering. All this is in the light of linear
non-autonomous stochastic systems

Original language	English
Publication status	Published - 11 Apr 2022
Event	British Applied Mathematics Colloquium - Loughborough university, Loughborough, United Kingdom Duration: 11 Apr 2022 → 13 Apr 2022 https://bamc2022.lboro.ac.uk/

Conference

Conference	British Applied Mathematics Colloquium
Abbreviated title	bamc2022
Country/Territory	United Kingdom
City	Loughborough
Period	11/04/22 → 13/04/22
Internet address	https://bamc2022.lboro.ac.uk/

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Information geometry
information length
stochastic dynamics
time series
abrupt events
control theory

ASJC Scopus subject areas

General Mathematics
General Physics and Astronomy

Access to Document

AdrianGuelposterFinal published version, 547 KBLicence: Unspecified

Cite this

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title = "information length in dynamical systems",

abstract = "Information geometry or the application of differential geometry to the information sciences has become a promising tool for the analysis of complex dynamical systems. From the information geometry tools, we have the concept of information length defined as the integral of the information rate and describing the total amount of statistical changes that a time-varying probability distribution takes through time. Throughout this poster, we introduce the definition of information length and its application to stochastic thermodynamics, abrupt events detection, time series analysis and control engineering. All this is in the light of linear non-autonomous stochastic systems",

keywords = "Information geometry, information length, stochastic dynamics, time series, abrupt events, control theory",

author = "A.-J. Guel-Cortez",

year = "2022",

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day = "11",

language = "English",

note = "British Applied Mathematics Colloquium, bamc2022 ; Conference date: 11-04-2022 Through 13-04-2022",

url = "https://bamc2022.lboro.ac.uk/",

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TY - CONF

T1 - information length in dynamical systems

AU - Guel-Cortez, A.-J.

PY - 2022/4/11

Y1 - 2022/4/11

N2 - Information geometry or the application of differential geometry to the information sciences has become a promising tool for the analysis of complex dynamical systems. From the information geometry tools, we have the concept of information length defined as the integral of the information rate and describing the total amount of statistical changes that a time-varying probability distribution takes through time. Throughout this poster, we introduce the definition of information length and its application to stochastic thermodynamics, abrupt events detection, time series analysis and control engineering. All this is in the light of linear non-autonomous stochastic systems

AB - Information geometry or the application of differential geometry to the information sciences has become a promising tool for the analysis of complex dynamical systems. From the information geometry tools, we have the concept of information length defined as the integral of the information rate and describing the total amount of statistical changes that a time-varying probability distribution takes through time. Throughout this poster, we introduce the definition of information length and its application to stochastic thermodynamics, abrupt events detection, time series analysis and control engineering. All this is in the light of linear non-autonomous stochastic systems

KW - Information geometry

KW - information length

KW - stochastic dynamics

KW - time series

KW - abrupt events

KW - control theory

M3 - Poster

T2 - British Applied Mathematics Colloquium

Y2 - 11 April 2022 through 13 April 2022

ER -

information length in dynamical systems

Abstract

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this