Information Geometry on Complexity and Stochastic Interaction

Autor: Nihat Ay
Jazyk: angličtina
Rok vydání: 2015
Předmět:
Zdroj: Entropy, Vol 17, Iss 4, Pp 2432-2458 (2015)
Druh dokumentu: article
ISSN: 1099-4300
DOI: 10.3390/e17042432
Popis: 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.
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