Rebollo-Neira, L. and Plastino, A. (2004). Constructive approximations to the q=1/2 maximum entropy distribution from redundant and noisy data. Physical Review E, 70 (2 1),
Abstract
An approach adopted to consider the problem of constructing the q=1/2 maximum entropy distribution from redundant and noisy data was discussed. The advantage of this generalized approach, when dealing with very noisy data was illustrated by a numerical simulation. A strategy was proposed that evolved through different steps such as independent constraints were first preselected by recourse to a data independent technique. A backward approach was also proposed for reducing the parameters of such distributions. It was found that the sub-optimal strategies could be utilized in a broad range of situations.
Publication DOI: | https://doi.org/10.1103/PhysRevE.70.021104 |
---|---|
Divisions: | College of Engineering & Physical Sciences > Systems analytics research institute (SARI) |
Additional Information: | ©2004 American Physical Society |
Uncontrolled Keywords: | General Physics and Astronomy,Condensed Matter Physics,Statistical and Nonlinear Physics,Mathematical Physics |
Publication ISSN: | 1550-2376 |
Last Modified: | 30 Sep 2024 10:35 |
Date Deposited: | 06 Mar 2019 11:19 |
Full Text Link: | |
Related URLs: |
http://www.scop ... tnerID=8YFLogxK
(Scopus URL) https://journal ... sRevE.70.021104 (Publisher URL) |
PURE Output Type: | Article |
Published Date: | 2004-08-01 |
Authors: |
Rebollo-Neira, L.
(
0000-0002-7420-8977)
Plastino, A. |