Quantization for uniform distributions on equilateral triangles

August 03, 2015 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Carl P. Dettmann, Mrinal Kanti Roychowdhury arXiv ID 1508.00498 Category cs.IT: Information Theory Citations 49 Venue arXiv.org Last Checked 5 months ago
Abstract
We approximate the uniform measure on an equilateral triangle by a measure supported on $n$ points. We find the optimal sets of points ($n$-means) and corresponding approximation (quantization) error for $n\leq4$, give numerical optimization results for $n\leq 21$, and a bound on the quantization error for $n\to\infty$. The equilateral triangle has particularly efficient quantizations due to its connection with the triangular lattice. Our methods can be applied to the uniform distributions on general sets with piecewise smooth boundaries.
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