Quantization for a Condensation System
For a given r∈(0,+∞), the quantization dimension of order r, if it exists, denoted by Dr(μ), represents the rate at which the nth quantization error of order r approaches zero as the number of elements n in an optimal set of n-means for μ tends to infinity. If Dr(μ) does not exist, we define D̲r(μ) and D¯r(μ) as the lower and the upper quantization dimensions of μ of order r, respectively. In this paper, we investigate the quantization dimension of the condensation measure μ associated with a condensation system ({Sj}j=1N, (pj)j=0N,ν). We provide two examples: one where ν is an infinite discrete distribution on R, and one where ν is a uniform distribution on R. For both the discrete and uniform distributions ν, we determine the optimal sets of n-means, calculate the quantization dimensions of condensation measures μ, and show that the Dr(μ)-dimensional quantization coefficients do not exist. Moreover, we demonstrate that the lower and upper quantization coefficients are finite and positive.
Authors
- Saurabh Verma (ORCID: https://orcid.org/0000-0001-7591-6660)
- Mrinal Kanti Roychowdhury (ORCID: https://orcid.org/0009-0005-6613-0769)
- Shivam Dubey
Institutions
- Indian Institute of Information Technology Allahabad (IN)
- The University of Texas Rio Grande Valley (US)
Publication Details
- Journal
- Mathematics
- Published
- 2025-04-26
- DOI
- https://doi.org/10.3390/math13091424
- Primary Topic
- Nonlinear Dynamics and Pattern Formation
- Type
- article
- Field-Weighted Citation Impact
- 0.00