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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 (DL3\sqrt[3]{DL}), 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