Entropic nonextensivity as a measure of time series complexity
Апстракт
Information entropy is applied to the analysis of time series generated by dynamical systems. Complexity of a temporal or spatio-temporal signal is defined as the difference between the sum of entropies of the local linear regions of the trajectory manifold, and the entropy of the globally linearized manifold. When the entropies are Tsallis entropies, the complexity is characterized by the value of q. (C) 2004 Elsevier B.V. All rights reserved.
Кључне речи:
nonextensive statistical mechanics / dynamical systems / time series / entropy / complexityИзвор:
Physica A: Statistical Mechanics and Its Applications, 2004, 340, 1-3, 327-333Напомена:
- 2nd Sardinian International Conference on News and Expectations in Thermostatistics, Sep 21-28, 2003, Villasimius, Italy
DOI: 10.1016/j.physa.2004.04.023
ISSN: 0378-4371
WoS: 000222924800041
Scopus: 2-s2.0-3042773334
Колекције
Институција/група
VinčaTY - JOUR AU - Rajković, Milan PY - 2004 UR - https://vinar.vin.bg.ac.rs/handle/123456789/6458 AB - Information entropy is applied to the analysis of time series generated by dynamical systems. Complexity of a temporal or spatio-temporal signal is defined as the difference between the sum of entropies of the local linear regions of the trajectory manifold, and the entropy of the globally linearized manifold. When the entropies are Tsallis entropies, the complexity is characterized by the value of q. (C) 2004 Elsevier B.V. All rights reserved. T2 - Physica A: Statistical Mechanics and Its Applications T1 - Entropic nonextensivity as a measure of time series complexity VL - 340 IS - 1-3 SP - 327 EP - 333 DO - 10.1016/j.physa.2004.04.023 ER -
@article{ author = "Rajković, Milan", year = "2004", abstract = "Information entropy is applied to the analysis of time series generated by dynamical systems. Complexity of a temporal or spatio-temporal signal is defined as the difference between the sum of entropies of the local linear regions of the trajectory manifold, and the entropy of the globally linearized manifold. When the entropies are Tsallis entropies, the complexity is characterized by the value of q. (C) 2004 Elsevier B.V. All rights reserved.", journal = "Physica A: Statistical Mechanics and Its Applications", title = "Entropic nonextensivity as a measure of time series complexity", volume = "340", number = "1-3", pages = "327-333", doi = "10.1016/j.physa.2004.04.023" }
Rajković, M.. (2004). Entropic nonextensivity as a measure of time series complexity. in Physica A: Statistical Mechanics and Its Applications, 340(1-3), 327-333. https://doi.org/10.1016/j.physa.2004.04.023
Rajković M. Entropic nonextensivity as a measure of time series complexity. in Physica A: Statistical Mechanics and Its Applications. 2004;340(1-3):327-333. doi:10.1016/j.physa.2004.04.023 .
Rajković, Milan, "Entropic nonextensivity as a measure of time series complexity" in Physica A: Statistical Mechanics and Its Applications, 340, no. 1-3 (2004):327-333, https://doi.org/10.1016/j.physa.2004.04.023 . .