Constructive approximations to the q=1/2 maximum entropy distribution from redundant and noisy data

L. Rebollo-Neira*, A. Plastino

*Corresponding author for this work

Research output: Contribution to journalArticle

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.

Original languageEnglish
Article number021104
JournalPhysical Review E
Volume70
Issue number2 1
DOIs
Publication statusPublished - 1 Aug 2004

Bibliographical note

©2004 American Physical Society

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