Name
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. |
Year | Venue | Keywords |
|---|---|---|
2015 | Mediterranean Conference on Control and Automation | Differential entropy,maximum entropy (Max-Ent) principle,non-stationary processes,probability density function (pdf),speed-gradient principle |
Field | DocType | ISSN |
Applied mathematics,Entropy rate,Typical set,Mathematical analysis,Entropy maximization,Control theory,Maximum entropy thermodynamics,Differential entropy,Principle of maximum entropy,Entropy (information theory),Mathematics,Maximum entropy probability distribution | Conference | 2325-369X |
Citations | PageRank | References |
0 | 0.34 | 15 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Dmitry S. Shalymov | 1 | 6 | 2.90 |
| Alexander L. Fradkov | 2 | 450 | 78.94 |