It is known that Kaniadakis entropy, a generalization of the Shannon-Boltzmann-Gibbs entropic form, is always super-additive for any bipartite statistically independent distributions. In this paper, we show that when imposing a suitable constraint, there exist classes of maximal entropy distributions labeled by a positive real number ?>0 that makes Kaniadakis entropy multi-additive, i.e., S?[pA?B]=(1+?)(S?[pA]+S?[pB]), under the composition of two statistically independent and identically distributed distributions pA?B(x,y)=pA(x)pB(y), with reduced distributions pA(x) and pB(y) belonging to the same class.
Multi-Additivity in Kaniadakis Entropy
Scarfone Antonio Maria;
2024
Abstract
It is known that Kaniadakis entropy, a generalization of the Shannon-Boltzmann-Gibbs entropic form, is always super-additive for any bipartite statistically independent distributions. In this paper, we show that when imposing a suitable constraint, there exist classes of maximal entropy distributions labeled by a positive real number ?>0 that makes Kaniadakis entropy multi-additive, i.e., S?[pA?B]=(1+?)(S?[pA]+S?[pB]), under the composition of two statistically independent and identically distributed distributions pA?B(x,y)=pA(x)pB(y), with reduced distributions pA(x) and pB(y) belonging to the same class.File in questo prodotto:
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