Analogies and Relations between Non-Additive Entropy Formulas and Gintropy

We explore formal similarities and mathematical transformation formulas between general trace-form entropies and the Gini index, originally used in quantifying income and wealth inequalities. We utilize the notion of gintropy introduced in our earlier works as a certain property of the Lorenz curve...

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Main Authors: Tamás S. Biró, András Telcs, Antal Jakovác
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/26/3/185
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author Tamás S. Biró
András Telcs
Antal Jakovác
author_facet Tamás S. Biró
András Telcs
Antal Jakovác
author_sort Tamás S. Biró
collection DOAJ
description We explore formal similarities and mathematical transformation formulas between general trace-form entropies and the Gini index, originally used in quantifying income and wealth inequalities. We utilize the notion of gintropy introduced in our earlier works as a certain property of the Lorenz curve drawn in the map of the tail-integrated cumulative population and wealth fractions. In particular, we rediscover Tsallis’ <i>q</i>-entropy formula related to the Pareto distribution. As a novel result, we express the traditional entropy in terms of gintropy and reconstruct further non-additive formulas. A dynamical model calculation of the evolution of Gini index is also presented.
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spelling doaj.art-f5baaa715cfd426490e02a7f43650eec2024-03-27T13:36:47ZengMDPI AGEntropy1099-43002024-02-0126318510.3390/e26030185Analogies and Relations between Non-Additive Entropy Formulas and GintropyTamás S. Biró0András Telcs1Antal Jakovác2HUN-REN Wigner Research Centre for Physics, 1121 Budapest, HungaryHUN-REN Wigner Research Centre for Physics, 1121 Budapest, HungaryHUN-REN Wigner Research Centre for Physics, 1121 Budapest, HungaryWe explore formal similarities and mathematical transformation formulas between general trace-form entropies and the Gini index, originally used in quantifying income and wealth inequalities. We utilize the notion of gintropy introduced in our earlier works as a certain property of the Lorenz curve drawn in the map of the tail-integrated cumulative population and wealth fractions. In particular, we rediscover Tsallis’ <i>q</i>-entropy formula related to the Pareto distribution. As a novel result, we express the traditional entropy in terms of gintropy and reconstruct further non-additive formulas. A dynamical model calculation of the evolution of Gini index is also presented.https://www.mdpi.com/1099-4300/26/3/185entropyGini indexLorenz curvenon-extensive
spellingShingle Tamás S. Biró
András Telcs
Antal Jakovác
Analogies and Relations between Non-Additive Entropy Formulas and Gintropy
Entropy
entropy
Gini index
Lorenz curve
non-extensive
title Analogies and Relations between Non-Additive Entropy Formulas and Gintropy
title_full Analogies and Relations between Non-Additive Entropy Formulas and Gintropy
title_fullStr Analogies and Relations between Non-Additive Entropy Formulas and Gintropy
title_full_unstemmed Analogies and Relations between Non-Additive Entropy Formulas and Gintropy
title_short Analogies and Relations between Non-Additive Entropy Formulas and Gintropy
title_sort analogies and relations between non additive entropy formulas and gintropy
topic entropy
Gini index
Lorenz curve
non-extensive
url https://www.mdpi.com/1099-4300/26/3/185
work_keys_str_mv AT tamassbiro analogiesandrelationsbetweennonadditiveentropyformulasandgintropy
AT andrastelcs analogiesandrelationsbetweennonadditiveentropyformulasandgintropy
AT antaljakovac analogiesandrelationsbetweennonadditiveentropyformulasandgintropy