On the <i>q</i>-generalised multinomial/divergence correspondence
The asymptotic correspondence between the probability mass function of the q-deformed multinomial distribution and the q-generalised Kullback–Leibler divergence, also known as Tsallis relative entropy, is established. The probability mass function is generalised using the q-deformed algebra developed within the framework of nonextensive statistics, leading to the emergence of a family of divergence measures in the asymptotic limit as the system size increases. The coefficients in the asymptotic expansion yield Tsallis relative entropy as the leading-order term when q is interpreted as an entropic parameter. Furthermore, higher-order expansion coefficients naturally introduce new divergence measures, extending Tsallis relative entropy through a one-parameter generalisation. Some fundamental properties of these extended divergences are also explored.
Authors
- Keisuke Okamura (ORCID: https://orcid.org/0000-0002-0988-6392)
Institutions
- Embassy of Canada in Washington, D.C (US)
Publication Details
- Journal
- Journal of Mathematical Physics
- Published
- 2025-03-01
- DOI
- https://doi.org/10.1063/5.0236462
- Primary Topic
- Statistical Mechanics and Entropy
- Type
- article
- Field-Weighted Citation Impact
- 0.00