Recursive approach for constructing the q = 1/2 maximum entropy distribution from redundant data


A recursive approach for computing the q = 1/2 nonextensive maximum entropy distribution of the previously introduced formalism for data subset selection is proposed. Such an approach is based on an iterative biorthogonalization technique, which allows for the incorporation of the Lagrange multipliers that determine the distribution to the workings of the algorithm devised for selecting relevant data subsets. This technique circumvents the necessity of inverting operators and yields a recursive procedure to appropriately modify the Lagrange multipliers so as to account for each new constraint.

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Divisions: College of Engineering & Physical Sciences > Systems analytics research institute (SARI)
Additional Information: ©2002 American Physical Society. Recursive approach for constructing the qÄ1Õ2 maximum entropy distribution from redundant data L. Rebollo-Neira and A. Plastino Phys. Rev. E 66, 032102 – Published 27 September 2002
Uncontrolled Keywords: Physics and Astronomy(all),Condensed Matter Physics,Statistical and Nonlinear Physics,Mathematical Physics
Publication ISSN: 1550-2376
Last Modified: 05 Jan 2024 08:11
Date Deposited: 06 Mar 2019 11:26
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Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
https://journal ... sRevE.66.032102 (Publisher URL)
PURE Output Type: Article
Published Date: 2002-09-01
Authors: Rebollo-Neira, L. (ORCID Profile 0000-0002-7420-8977)
Plastino, A.



Version: Published Version

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