IMPROVED APPROXIMATION GUARANTEES FOR WEIGHTED MATCHING IN THE SEMI-STREAMING MODEL

被引:12
作者
Epstein, Leah [1 ]
Levin, Asaf [2 ]
Mestre, Julian [3 ]
Segev, Danny [4 ]
机构
[1] Univ Haifa, Dept Math, IL-31905 Haifa, Israel
[2] Technion, Fac Ind Engn & Management, IL-32000 Haifa, Israel
[3] Max Planck Inst Informat, D-66123 Saarbrucken, Germany
[4] Univ Haifa, Dept Stat, IL-31905 Haifa, Israel
来源
27TH INTERNATIONAL SYMPOSIUM ON THEORETICAL ASPECTS OF COMPUTER SCIENCE (STACS 2010) | 2010年 / 5卷
关键词
ALGORITHMS;
D O I
10.4230/LIPIcs.STACS.2010.2476
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We study the maximum weight matching problem in the semi-streaming model, and improve on the currently best one-pass algorithm due to Zelke (Proc. STACS '08, pages 669-680) by devising a deterministic approach whose performance guarantee is 4.91 + epsilon. In addition, we study preemptive online algorithms, a sub-class of one-pass algorithms where we are only allowed to maintain a feasible matching in memory at any point in time. All known results prior to Zelke's belong to this sub-class. We provide a lower bound of 4.967 on the competitive ratio of any such deterministic algorithm, and hence show that future improvements will have to store in memory a set of edges which is not necessarily a feasible matching. We conclude by presenting an empirical study, conducted in order to compare the practical performance of our approach to that of previously suggested algorithms.
引用
收藏
页码:347 / 358
页数:12
相关论文
共 16 条
  • [1] [Anonymous], FDN TRENDS THEORETIC
  • [2] [Anonymous], 2003, COMBINATORIAL OPTIMI
  • [3] Bansal N, 2007, LECT NOTES COMPUT SC, V4698, P522
  • [4] Efficient algorithms for constructing (1+ε,β)-spanners in the distributed and streaming models
    Elkin, M
    Zhang, J
    [J]. DISTRIBUTED COMPUTING, 2006, 18 (05) : 375 - 385
  • [5] Epstein L., 2009, IMPROVED APPROXIMATI
  • [6] On graph problems in a semi-streaming model
    Feigenbaum, J
    Kannan, S
    McGregor, A
    Suri, S
    Zhang, J
    [J]. THEORETICAL COMPUTER SCIENCE, 2005, 348 (2-3) : 207 - 216
  • [7] GRAPH DISTANCES IN THE DATA-STREAM MODEL
    Feigenbaum, Joan
    Kannan, Sampath
    Mcgregor, Andrew
    Suri, Siddharth
    Zhang, Jian
    [J]. SIAM JOURNAL ON COMPUTING, 2008, 38 (05) : 1709 - 1727
  • [8] Efficient on-line call control algorithms
    Garay, JA
    Gopal, IS
    Kutten, S
    Mansour, Y
    Yung, M
    [J]. JOURNAL OF ALGORITHMS, 1997, 23 (01) : 180 - 194
  • [9] ONLINE WEIGHTED MATCHING
    KALYANASUNDARAM, B
    PRUHS, K
    [J]. JOURNAL OF ALGORITHMS, 1993, 14 (03) : 478 - 488
  • [10] Searching in an unknown environment: An optimal randomized algorithm for the cow-path problem
    Kao, MY
    Reif, JH
    Tate, SR
    [J]. INFORMATION AND COMPUTATION, 1996, 131 (01) : 63 - 79