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求图的最小顶点覆盖集的一个近似算法 被引量:8

An approximate algorithm for minimum vertex cover set of a graph
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摘要 已有的求图的最小顶点覆盖集近似算法或者近似比较高,或者为降低时间复杂度限制了图的规模.根据顶点的度分析了图的局部结构特征,提出了悬挂链、封闭链和稠部等重要概念,并在这些概念的基础上提出了相应的3个伪最小覆盖点选取启发式策略.运用这些伪最小覆盖点选取启发式策略设计了一个近似算法.该算法不限制图的规模,时间复杂度为O(|V|2),近似比为4/3,接近已知的可能的近似比下界1.1666,低于2005年认为最低的近似比1.361.与同类算法相比,该算法设计思路清晰,容易理解,易于编程实现,执行效果好,是图的最小顶点覆盖集问题的近似算法的一个重要补充. Approximate algorithms now available for solving the minimum vertex cover set of a graph either have a high ratio bound or constrain the scale of the graph intending to reduce the running time. Based on the analysis of the vertex degree, this paper proposes three important notions: pendulous link, close link and density part. According to these notions, three heuristic policies for selecting pseudo minimum-cover-vertex are proposed. With these policies, this paper presents an approximate algorithm for the minimum vertex cover set of a graph. The algorithm, without any constraint on the scale of the graph, has a total running time of O(|V|^2) and a ratio bound of 4/3, close to the known potential ratio bound of 1.166 6, and better than that of 1.361 in 2005. Compared with the existing algorithms, the proposed algorithm shows a higher efficiency. Furthermore, it has a clear clue and is easy to be programmed. The algorithm can be a valuable supplement for the approximate algorithm to find the minimum vertex cover set of a graph.
出处 《哈尔滨工业大学学报》 EI CAS CSCD 北大核心 2008年第7期1131-1135,共5页 Journal of Harbin Institute of Technology
基金 国家自然科学基金资助项目(60373023) 湖南省自然科学基金资助项目(06JJ30035)
关键词 最小顶点覆盖集 近似算法 近似比 运行时间 NP难问题 minimum vertex cover approximate algorithm approximate ratio running time NP-hard problem
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参考文献13

  • 1蔡志平,殷建平,刘芳,刘湘辉.延迟约束的分布式演化网络监测模型[J].软件学报,2006,17(1):117-123. 被引量:7
  • 2蔡志平,殷建平,刘湘辉,吕绍和,刘芳.网络延迟主动测量结果的被动测量校准方法[J].电子学报,2005,33(11):1929-1932. 被引量:7
  • 3CAI Zhiping, YIN Jianping, LIU Xianghui, et al. Efficiently Monitoring Link Bandwidth in IP Networks [ C ]// Proc IEEE GLOBECOM 2005. St, Louis, USA: [ s. n. ], 2005.
  • 4CHEN Zhiyun, QU Huiqin, LU Mingming, et al. A probabilistic parameterized algorithm for vertex cover in sticker model, Parallel and Distributed Processing Symposium[C]//2004 Proceedings 18th International. New York : IEEE XPlore,2004 : 1859 - 1862.
  • 5YUAN S Y, KUO S Y. A new technique for optimization problems in graph theory [ J ]. IEEE Transactions on computers, 1998, 47 (2) : 190 - 196.
  • 6肖鸣宇,陈建二,韩旭里.低度图的点覆盖和独立集问题下界改进[J].计算机学报,2005,28(2):153-160. 被引量:11
  • 7PRAMANICK I, KUHL J G. A practical method for computing vertex covers for large graphs [ C ]//Circuits and Systems, 1992 ISCAS92 proceedings 1992 IEEE International Symposium. New York : IEEE Xplore, 1992 : 1859 - 1862.
  • 8姚朝灼.顶点覆盖问题的贪心算法的设计与分析[J].福州大学学报(自然科学版),2001,29(1):8-11. 被引量:9
  • 9CHEN J, KANJ I, JIA W. Vertex cover: further observations and further improvements [ J ]. Journal of Algorithms, 2001,41:280 - 301.
  • 10NIEDERMEIER R, ROSSMANITH P. On efficient fixed-parameter algorithms for weighted vertex cover [ J]. Journal of Algorithms, 2003,47:63 - 77.

二级参考文献35

  • 1傅清洋 王晓东.算法与数据结构[M].北京:电子工业出版社,1998..
  • 2Garey M., Johnson D. Computers and Intractability: A Guide to the Theory of NP-Completeness. Freeman, San Francisco, 1979.
  • 3Downey R.G., Fellows M.R., Parameterized Complexity. New York: Springer, 1999.
  • 4Tarjan R.E., Trojanowski A.E. Finding a maximum independent set. SIAM Journal on Computing, 1986, 7(4): 537~546.
  • 5Jian T. An O(20.304n) algorithm for solving the maximum independent set problem. IEEE Transactions on Computers, 1986, 35(7): 847~851.
  • 6Shindo M., Tomita E. A simple algorithm for finding a maximum clique and its worst-case time complexity. System and Computer in Japan, 1990, 21(1): 1~13.
  • 7Robson J.M. Algorithms for maximum independent set. Journal of Algorithms, 1986, 7 (4): 425~440.
  • 8Beigel R. Finding maximum independent sets in sparse and general graphs. In: Proceedings of the 10th CM-SIAM Symposium on Discrete Algorithms (SODA'99), 1999, 856~857.
  • 9Kanj I.A. Vertex cover: Exact and approximate algorithms and applications[Ph.D. dissertation]. Department Computer Science, Texas A&M University, College Station, Texas, 2001.
  • 10Buss J.F., Goldsmith J. Nondeterminism within P. SIAM Journal on Computing, 1993, 22 (4): 560~572.

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