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Quantization for Uniform Distributions on Hexagonal, Semicircular, and Elliptical Curves.

Authors :
Pena, Gabriela
Rodrigo, Hansapani
Roychowdhury, Mrinal Kanti
Sifuentes, Josef
Suazo, Erwin
Source :
Journal of Optimization Theory & Applications. 2021, Vol. 188 Issue 1, p113-142. 30p.
Publication Year :
2021

Abstract

In this paper, first we have defined a uniform distribution on the boundary of a regular hexagon and then investigate the optimal sets of n-means and the nth quantization errors for all positive integers n. We give an exact formula to determine them, if n is of the form n = 6 k for some positive integer k. We further calculate the quantization dimension, the quantization coefficient, and show that the quantization dimension is equal to the dimension of the object, and the quantization coefficient exists as a finite positive number. Then, we define a mixture of two uniform distributions on the boundary of a semicircular disc and obtain a sequence and an algorithm, with the help of which we determine the optimal sets of n-means and the nth quantization errors for all positive integers n with respect to the mixed distribution. Finally, for a uniform distribution defined on an elliptical curve, we investigate the optimal sets of n-means and the nth quantization errors for all positive integers n. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00223239
Volume :
188
Issue :
1
Database :
Academic Search Index
Journal :
Journal of Optimization Theory & Applications
Publication Type :
Academic Journal
Accession number :
148113454
Full Text :
https://doi.org/10.1007/s10957-020-01771-1