Quantization for a condensation system
Abstract
For a given , the quantization dimension of order , if it exists, denoted by , represents the rate at which the th quantization error of order approaches to zero as the number of elements in an optimal set of -means for tends to infinity. If does not exist, we define and as the lower and the upper quantization dimensions of of order , respectively. In this paper, we investigate the quantization dimension of the condensation measure associated with a condensation system We provide two examples: one where is an infinite discrete distribution on , and one where is a uniform distribution on . For both the discrete and uniform distributions , we determine the optimal sets of -means, and calculate the quantization dimensions of condensation measures , and show that the -dimensional quantization coefficients do not exist. Moreover, we demonstrate that the lower and upper quantization coefficients are finite and positive.
Cite
@article{arxiv.2503.14344,
title = {Quantization for a condensation system},
author = {Shivam Dubey and Mrinal Kanti Roychowdhury and Saurabh Verma},
journal= {arXiv preprint arXiv:2503.14344},
year = {2025}
}