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
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 |
Keywords
- Information geometry
- information length
- stochastic dynamics
- time series
- abrupt events
- control theory
ASJC Scopus subject areas
- General Mathematics
- General Physics and Astronomy
