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Iskalni niz: "avtor" (Sergio Cabello) .

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1.
Maximum matchings in geometric intersection graphs
Édouard Bonnet, Sergio Cabello, Wolfgang Mulzer, 2023, izvirni znanstveni članek

Povzetek: Let $G$ be an intersection graph of $n$ geometric objects in the plane. We show that a maximum matching in $G$ can be found in $O(\rho^{3\omega/2}n^{\omega/2})$ time with high probability, where $\rho$ is the density of the geometric objects and $\omega>2$ is a constant such that $n \times n$ matrices can be multiplied in $O(n^\omega)$ time. The same result holds for any subgraph of $G$, as long as a geometric representation is at hand. For this, we combine algebraic methods, namely computing the rank of a matrix via Gaussian elimination, with the fact that geometric intersection graphs have small separators. We also show that in many interesting cases, the maximum matching problem in a general geometric intersection graph can be reduced to the case of bounded density. In particular, a maximum matching in the intersection graph of any family of translates of a convex object in the plane can be found in $O(n^{\omega/2})$ time with high probability, and a maximum matching in the intersection graph of a family of planar disks with radii in $[1, \Psi]$ can be found in $O(\Psi^6\log^{11} n + \Psi^{12 \omega} n^{\omega/2})$ time with high probability.
Ključne besede: computational geometry, geometric intersection graphs, disk graphs, unit-disk graphs, matchings
Objavljeno v DiRROS: 08.04.2024; Ogledov: 81; Prenosov: 34
.pdf Celotno besedilo (576,69 KB)
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2.
Faster distance-based representative skyline and k-center along pareto front in the plane
Sergio Cabello, 2023, izvirni znanstveni članek

Povzetek: We consider the problem of computing the distance-based representative skyline in the plane, a problem introduced by Tao, Ding, Lin and Pei and independently considered by Dupin, Nielsen and Talbi in the context of multi-objective optimization. Given a set $P$ of $n$ points in the plane and a parameter $k$, the task is to select $k$ points of the skyline defined by $P$ (also known as Pareto front for $P$) to minimize the maximum distance from the points of the skyline to the selected points. We show that the problem can be solved in $O(n \log h)$ time, where $h$ is the number of points in the skyline of $P$. We also show that the decision problem can be solved in $O(n \log k)$ time and the optimization problem can be solved in $O(n \log k + n \log\log n)$ time. This improves previous algorithms and is optimal for a large range of values of $k$.
Ključne besede: geometric optimization, skyline, pareto front, clustering, k-center
Objavljeno v DiRROS: 15.03.2024; Ogledov: 83; Prenosov: 41
.pdf Celotno besedilo (2,13 MB)
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