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Monatshefte für Mathematik
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Quantization dimensions for inhomogeneous bi-Lipschitz iterated function systems

Authors: Amit Priyadarshi; Mrinal K. Roychowdhury; Manuj Verma;

Quantization dimensions for inhomogeneous bi-Lipschitz iterated function systems

Abstract

Let $ν$ be a Borel probability measure on a $d$-dimensional Euclidean space $\mathbb{R}^d$, $d\geq 1$, with a compact support, and let $(p_0, p_1, p_2, \ldots, p_N)$ be a probability vector with $p_j>0$ for $0\leq j\leq N$. Let $\{S_j: 1\leq j\leq N\}$ be a set of contractive mappings on $\mathbb{R}^d$. Then, a Borel probability measure $μ$ on $\mathbb R^d$ such that $μ=\sum_{j=1}^N p_jμ\circ S_j^{-1}+p_0ν$ is called an inhomogeneous measure, also known as a condensation measure on $\mathbb{R}^d$. For a given $r\in (0, +\infty)$, the quantization dimension of order $r$, if it exists, denoted by $D_r(μ)$, of a Borel probability measure $μ$ on $\mathbb{R}^d$ represents the speed at which the $n$th quantization error of order $r$ approaches to zero as the number of elements $n$ in an optimal set of $n$-means for $μ$ tends to infinity. In this paper, we investigate the quantization dimension for such a condensation measure.

Keywords

Dynamical systems and their relations with probability theory and stochastic processes, Fractals, condensation measure, Probability (math.PR), FOS: Mathematics, Canonical quantization, 37A50, 28A80, 94A34, Rate-distortion theory in information and communication theory, quantization dimension, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green