Fully Dynamic Matching: Beating 2-Approximation in Δε Update Time

被引:0
|
作者
Behnezhad, Soheil [1 ]
Lacki, Jakub [2 ]
Mirrokni, Vahab [2 ]
机构
[1] Univ Maryland, College Pk, MD 20742 USA
[2] Google Res, Mountain View, CA USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In fully dynamic graphs, we know how to maintain a 2-approximation of maximum matching extremely fast, that is, in polylogarithmic update time or better. In a sharp contrast and despite extensive studies, all known algorithms that maintain a 2 - Omega(1) approximate matching are much slower. Understanding this gap and, in particular, determining the best possible update time for algorithms providing a better-than-2 approximate matching is a major open question. In this paper, we show that for any constant epsilon > 0, there is a randomized algorithm that with high probability maintains a 2 - Omega(1) approximate maximum matching of a fully-dynamic general graph in worst-case update time O(Delta(epsilon) + polylog n), where Delta is the maximum degree. Previously, the fastest fully dynamic matching algorithm providing a better-than-2 approximation had O(m(1/4)) update-time [Bernstein and Stein, SODA 2016]. A faster algorithm with update-time O(n(epsilon)) was known, but worked only for maintaining the size (and not the edges) of the matching in bipartite graphs [Bhattacharya, Henzinger, and Nanongkai, STOC 2016].
引用
收藏
页码:2492 / 2508
页数:17
相关论文
共 50 条
  • [21] Fully Dynamic Approximation of LIS in Polylogarithmic Time
    Gawrychowski, Pawel
    Janczewski, Wojciech
    STOC '21: PROCEEDINGS OF THE 53RD ANNUAL ACM SIGACT SYMPOSIUM ON THEORY OF COMPUTING, 2021, : 654 - 667
  • [22] A 2-Approximation for the Bounded Treewidth Sparsest Cut Problem in FPT Time
    Cohen-Addad, Vincent
    Moemke, Tobias
    Verdugo, Victor
    INTEGER PROGRAMMING AND COMBINATORIAL OPTIMIZATION, IPCO 2022, 2022, 13265 : 112 - 125
  • [23] Local maximal matching and local 2-approximation for vertex cover in UDGs (extended abstract)
    Wiese, Andreas
    Kranakis, Evangelos
    AD-HOC, MOBILE AND WIRELESS NETWORKS, PROCEEDINGS, 2008, 5198 : 1 - +
  • [24] Deterministic Fully Dynamic Approximate Vertex Cover and Fractional Matching in O(1) Amortized Update Time
    Bhattacharya, Sayan
    Chakrabarty, Deeparnab
    Henzinger, Monika
    INTEGER PROGRAMMING AND COMBINATORIAL OPTIMIZATION, IPCO 2017, 2017, 10328 : 86 - 98
  • [25] Polynomial time 2-approximation algorithms for the minmax subtree cover problem
    Nagamochi, H
    Okada, K
    ALGORITHMS AND COMPUTATION, PROCEEDINGS, 2003, 2906 : 138 - 147
  • [26] A fully combinatorial 2-approximation algorithm for precedence-constrained scheduling a single machine to minimize average weighted completion time
    Pisaruk, NN
    DISCRETE APPLIED MATHEMATICS, 2003, 131 (03) : 655 - 663
  • [27] Linear-time 2-approximation algorithm for the watchman route problem
    Tan, Xuehou
    THEORY AND APPLICATIONS OF MODELS OF COMPUTATION, PROCEEDINGS, 2006, 3959 : 181 - 191
  • [28] An almost 2-approximation for all-pairs of shortest paths in subquadratic time
    Akav, Maor
    Roditty, Liam
    PROCEEDINGS OF THE 2020 ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, SODA, 2020, : 1 - 11
  • [29] Deterministic Dynamic Matching in O(1) Update Time
    Sayan Bhattacharya
    Deeparnab Chakrabarty
    Monika Henzinger
    Algorithmica, 2020, 82 : 1057 - 1080
  • [30] Deterministic Dynamic Matching in O(1) Update Time
    Bhattacharya, Sayan
    Chakrabarty, Deeparnab
    Henzinger, Monika
    ALGORITHMICA, 2020, 82 (04) : 1057 - 1080