Approximation algorithm for vertex cover with multiple covering constraints

Eunpyeong Hong, Mong Jen Kao

研究成果: Conference contribution同行評審

5 引文 斯高帕斯(Scopus)

摘要

We consider the vertex cover problem with multiple coverage constraints in hypergraphs. In this problem, we are given a hypergraph G = (V, E) with a maximum edge size f, a cost function w : V → Z+, and edge subsets P1, P2, . . ., Pr of E along with covering requirements k1, k2, . . ., kr for each subset. The objective is to find a minimum cost subset S of V such that, for each edge subset Pi, at least ki edges of it are covered by S. This problem is a basic yet general form of classical vertex cover problem and a generalization of the edge-partitioned vertex cover problem considered by Bera et al. We present a primal-dual algorithm yielding an (f · Hr + Hr)-approximation for this problem, where Hr is the rth harmonic number. This improves over the previous ratio of (3cf log r), where c is a large constant used to ensure a low failure probability for Monte-Carlo randomized algorithms. Compared to previous result, our algorithm is deterministic and pure combinatorial, meaning that no Ellipsoid solver is required for this basic problem. Our result can be seen as a novel reinterpretation of a few classical tight results using the language of LP primal-duality.

原文English
主出版物標題29th International Symposium on Algorithms and Computation, ISAAC 2018
編輯Chung-Shou Liao, Wen-Lian Hsu, Der-Tsai Lee
發行者Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
頁面43:1-43:11
ISBN(電子)9783959770941
DOIs
出版狀態Published - 1 12月 2018
事件29th International Symposium on Algorithms and Computation, ISAAC 2018 - Jiaoxi, Yilan, Taiwan
持續時間: 16 12月 201819 12月 2018

出版系列

名字Leibniz International Proceedings in Informatics, LIPIcs
123
ISSN(列印)1868-8969

Conference

Conference29th International Symposium on Algorithms and Computation, ISAAC 2018
國家/地區Taiwan
城市Jiaoxi, Yilan
期間16/12/1819/12/18

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