Fast Approximation Algorithms for Euclidean Minimum Weight Perfect Matching

July 10, 2024 Β· Declared Dead Β· πŸ› Workshop on Approximation and Online Algorithms

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Authors Stefan Hougardy, Karolina Tammemaa arXiv ID 2407.07749 Category cs.CG: Computational Geometry Cross-listed cs.DS, math.CO Citations 1 Venue Workshop on Approximation and Online Algorithms Last Checked 3 months ago
Abstract
We study the Euclidean minimum weight perfect matching problem for $n$ points in the plane. It is known that any deterministic approximation algorithm whose approximation ratio depends only on $n$ requires at least $Ξ©(n \log n)$ time. We propose such an algorithm for the Euclidean minimum weight perfect matching problem with runtime $O(n\log n)$ and show that it has approximation ratio $O(n^{0.206})$. This improves the so far best known approximation ratio of $n/2$. We also develop an $O(n \log n)$ algorithm for the Euclidean minimum weight perfect matching problem in higher dimensions and show it has approximation ratio $O(n^{0.412})$ in all fixed dimensions.
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