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2019 | OriginalPaper | Buchkapitel

Reoptimization of Path Vertex Cover Problem

verfasst von : Mehul Kumar, Amit Kumar, C. Pandu Rangan

Erschienen in: Computing and Combinatorics

Verlag: Springer International Publishing

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Abstract

Most optimization problems are notoriously hard. Considerable efforts must be spent in obtaining an optimal solution to certain instances that we encounter in the real world scenarios. Often it turns out that input instances get modified locally in some small ways due to changes in the application world. The natural question here is, given an optimal solution for an old instance \(I_O\), can we construct an optimal solution for the new instance \(I_N\), where \(I_N\) is the instance \(I_O\) with some local modifications. Reoptimization of NP-hard optimization problem precisely addresses this concern. It turns out that for some reoptimization versions of the NP-hard problems, we may only hope to obtain an approximate solution to a new instance. In this paper, we specifically study the reoptimization of path vertex cover problem. The objective in k-path vertex cover problem is to compute a minimum subset S of the vertices in a graph G such that after removal of S from G there is no path with k vertices in the graph. We show that when a constant number of vertices are inserted, reoptimizing unweighted k-path vertex cover problem admits a PTAS. For weighted 3-path vertex cover problem, we show that when a constant number of vertices are inserted, the reoptimization algorithm achieves an approximation factor of 1.5, hence an improvement from known 2-approximation algorithm for the optimization version. We provide reoptimization algorithm for weighted k-path vertex cover problem \((k \ge 4)\) on bounded degree graphs, which is also an NP-hard problem. Given a \(\rho \)-approximation algorithm for k-path vertex cover problem on bounded degree graphs, we show that it can be reoptimized within an approximation factor of \((2-\frac{1}{\rho })\) under constant number of vertex insertions.

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Literatur
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Zurück zum Zitat Alon, N., Yuster, R., Zwick, U.: Color-coding: a new method for finding simple paths, cycles and other small subgraphs within large graphs. In: Proceedings of the Twenty-Sixth Annual ACM Symposium on Theory of Computing, Montréal, Québec, Canada, 23–25 May 1994, pp. 326–335 (1994). https://doi.org/10.1145/195058.195179 Alon, N., Yuster, R., Zwick, U.: Color-coding: a new method for finding simple paths, cycles and other small subgraphs within large graphs. In: Proceedings of the Twenty-Sixth Annual ACM Symposium on Theory of Computing, Montréal, Québec, Canada, 23–25 May 1994, pp. 326–335 (1994). https://​doi.​org/​10.​1145/​195058.​195179
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Zurück zum Zitat Camby, E., Cardinal, J., Chapelle, M., Fiorini, S., Joret, G.: A primal-dual 3-approximation algorithm for hitting 4-vertex paths. In: 9th International Colloquium on Graph Theory and Combinatorics, ICGT, p. 61 (2014) Camby, E., Cardinal, J., Chapelle, M., Fiorini, S., Joret, G.: A primal-dual 3-approximation algorithm for hitting 4-vertex paths. In: 9th International Colloquium on Graph Theory and Combinatorics, ICGT, p. 61 (2014)
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Zurück zum Zitat Uehara, R.: NP-complete problems on a 3-connected cubic planar graph and their applications (1996) Uehara, R.: NP-complete problems on a 3-connected cubic planar graph and their applications (1996)
Metadaten
Titel
Reoptimization of Path Vertex Cover Problem
verfasst von
Mehul Kumar
Amit Kumar
C. Pandu Rangan
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-26176-4_30

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