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Information Geometry on Complexity and Stochastic Interaction.
- Source :
-
Entropy . 2015, Vol. 17 Issue 4, p2432-2458. 27p. - Publication Year :
- 2015
-
Abstract
- Interdependencies of stochastically interacting units are usually quantified by the Kullback-Leibler divergence of a stationary joint probability distribution on the set of all configurations from the corresponding factorized distribution. This is a spatial approach which does not describe the intrinsically temporal aspects of interaction. In the present paper, the setting is extended to a dynamical version where temporal interdependencies are also captured by using information geometry of Markov chain manifolds. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10994300
- Volume :
- 17
- Issue :
- 4
- Database :
- Academic Search Index
- Journal :
- Entropy
- Publication Type :
- Academic Journal
- Accession number :
- 102284281
- Full Text :
- https://doi.org/10.3390/e17042432