On Triangular Inequality of the Discounted Least Information Theory of Entropy (DLITE)
Information Theory
2022-10-18 v1 math.IT
Abstract
The Discounted Least Information Theory of Entropy (DLITE) is a new information measure that quantifies the amount of entropic difference between two probability distributions. It manifests multiple critical properties both as an information-theoretic quantity and as metric distance. In the report, we provide a proof of the triangular inequality of DLITE's cube root (), an important property of a metric, along with alternative proofs for two additional properties.
Keywords
Cite
@article{arxiv.2210.08079,
title = {On Triangular Inequality of the Discounted Least Information Theory of Entropy (DLITE)},
author = {Kashti S. Umare and Weimao Ke},
journal= {arXiv preprint arXiv:2210.08079},
year = {2022}
}
Comments
3 pages, a technical report