Abstract:
In this paper we study two entropic dynamical models from the viewpoint of information geometry. We study the geometry structures of the associated statistical manifolds. In order to analyse the character of the instability of the systems, we obtain their geodesics and compute their Jacobi vector fields. The results of this work improve and extend a recent advance in this topics studied in Peng et al.[13]. © 2016 Elsevier Ltd
Registro:
Documento: |
Artículo
|
Título: | On the instability of two entropic dynamical models |
Autor: | Henry, G.; Rodriguez, D. |
Filiación: | Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires and CONICET, Argentina
|
Palabras clave: | information geometry; Riemannian manifolds; statistical manifolds; Mathematical techniques; Dynamical model; Geometry structure; Information geometry; Riemannian manifold; Statistical manifolds; Vector fields; Geometry |
Año: | 2016
|
Volumen: | 91
|
Página de inicio: | 604
|
Página de fin: | 609
|
DOI: |
http://dx.doi.org/10.1016/j.chaos.2016.08.013 |
Título revista: | Chaos, Solitons and Fractals
|
Título revista abreviado: | Chaos Solitons Fractals
|
ISSN: | 09600779
|
CODEN: | CSFOE
|
Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_09600779_v91_n_p604_Henry |
Referencias:
- Amari, S., Differential-geometrical methods in statistics (1985) Springer Lect Notes Statis, 28
- Arwini, K., Dodson, C., Information geometry. near randomness and near independence (2008) Lecture Notes in Mathematics 1953, , Springer-Verlag, Berlin
- Do Carmo, M., Riemannian Geometry (1992), Birkhäuser, Boston; Cafaro, C., Ali, S., Jacobi fields on statistical manifolds of negative curvature (2007) Phys D, 234, pp. 70-80
- Cafaro, C., Works on an information geometrodynamical approach to chaos (2008) Chaos Solit Fract, 41, pp. 886-891
- Caticha, A., Entropic dynamics: an inference approach to quantum theory, time and measurement (2014) J Phys, 504
- Caticha, A., Entropic dynamics (2015) Entropy, 17, pp. 6110-6128
- Eltoft, T., Taesu, K., Te-Won, L., On the multivariate laplace distribution (2006) IEEE Signal Process Lett, 13, pp. 300-303
- Guerriero, V., Power law distribution: method of multi-scale inferential statistics (2012) J Mod Math Frontier, 1, pp. 21-28
- Li, T., Peng, L., Sun, H., The geometric structure of the inverse gamma distribution (2008) Beitrage Algebra Geom (Contributions to Algebra and Geometry), 49, pp. 217-225
- Murray, M.K., Rice, J.W., Differential Geometry and Statistics (1993), Chapman and Hall, London; Peng, L., Sun, H., Sun, D., Yi, J., The geometric structures and instability of entropic dynamical models (2011) Adv Math, 227, pp. 459-471
- Reed, W., Jorgensen, M., The double pareto-lognormal distribution – a new parametric model for size distributions (2004) Commun Statis Theor Methods, 33, pp. 1733-1753
- Rosin, P., Rammler, E., The laws governing the fineness of powdered coal (1933) J Ins Fuel, 7, pp. 29-36
- Sagias, N., Karagiannidis, G., Gaussian class multivariate weibull distributions: theory and applications in fading channels (2005) Ins Elect Electron Eng Trans Inf Theor, 51, pp. 3608-3619
- Weibull, W., A Statistical distribution function of wide applicability (1951) J Appl Mech-Trans ASME, 18 (3), pp. 293-297
- Yuji, I., Simon, H., Some distributions associated with bose–einstein statistics (1975) Proc Natl Acad Sci, 72, pp. 1654-1657
Citas:
---------- APA ----------
Henry, G. & Rodriguez, D.
(2016)
. On the instability of two entropic dynamical models. Chaos, Solitons and Fractals, 91, 604-609.
http://dx.doi.org/10.1016/j.chaos.2016.08.013---------- CHICAGO ----------
Henry, G., Rodriguez, D.
"On the instability of two entropic dynamical models"
. Chaos, Solitons and Fractals 91
(2016) : 604-609.
http://dx.doi.org/10.1016/j.chaos.2016.08.013---------- MLA ----------
Henry, G., Rodriguez, D.
"On the instability of two entropic dynamical models"
. Chaos, Solitons and Fractals, vol. 91, 2016, pp. 604-609.
http://dx.doi.org/10.1016/j.chaos.2016.08.013---------- VANCOUVER ----------
Henry, G., Rodriguez, D. On the instability of two entropic dynamical models. Chaos Solitons Fractals. 2016;91:604-609.
http://dx.doi.org/10.1016/j.chaos.2016.08.013