Approximation algorithms for minimum weight partial connected set cover problem

被引:2
|
作者
Liang, Dongyue [1 ]
Zhang, Zhao [2 ]
Liu, Xianliang [1 ]
Wang, Wei [1 ]
Jiang, Yaolin [1 ,3 ]
机构
[1] Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Peoples R China
[2] Zhejiang Normal Univ, Coll Math Phys & Informat Engn, Jinhua 321004, Zhejiang, Peoples R China
[3] Xinjiang Univ, Coll Math & Syst Sci, Urumqi 830046, Peoples R China
关键词
Set cover; Greedy algorithm; Approximation algorithm; Submodular function; GREEDY ALGORITHM;
D O I
10.1007/s10878-014-9782-5
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the Minimum Weight Partial Connected Set Cover problem, we are given a finite ground set , an integer , a collection of subsets of , and a connected graph on vertex set , the goal is to find a minimum weight subcollection of which covers at least elements of and induces a connected subgraph in . In this paper, we derive a "partial cover property" for the greedy solution of the Minimum Weight Set Cover problem, based on which we present (a) for the weighted version under the assumption that any pair of sets in with nonempty intersection are adjacent in (the Minimum Weight Partial Connected Vertex Cover problem falls into this range), an approximation algorithm with performance ratio , and (b) for the cardinality version under the assumption that any pair of sets in with nonempty intersection are at most -hops away from each other (the Minimum Partial Connected -Hop Dominating Set problem falls into this range), an approximation algorithm with performance ratio , where , is the Harmonic number, and is the performance ratio for the Minimum Quota Node-Weighted Steiner Tree problem.
引用
收藏
页码:696 / 712
页数:17
相关论文
共 50 条
  • [21] A better-than-greedy approximation algorithm for the minimum set cover problem
    Hassin, R
    Levin, A
    SIAM JOURNAL ON COMPUTING, 2005, 35 (01) : 189 - 200
  • [22] Approximation algorithm for minimum weight connected-k-subgraph cover
    Liu, Pengcheng
    Zhang, Zhao
    Huang, Xiaohui
    THEORETICAL COMPUTER SCIENCE, 2020, 838 (838) : 160 - 167
  • [23] Approximation algorithm for the partial set multi-cover problem
    Shi, Yishuo
    Ran, Yingli
    Zhang, Zhao
    Willson, James
    Tong, Guangmo
    Du, Ding-Zhu
    JOURNAL OF GLOBAL OPTIMIZATION, 2019, 75 (04) : 1133 - 1146
  • [24] Approximation algorithm for the partial set multi-cover problem
    Yishuo Shi
    Yingli Ran
    Zhao Zhang
    James Willson
    Guangmo Tong
    Ding-Zhu Du
    Journal of Global Optimization, 2019, 75 : 1133 - 1146
  • [25] Approximation algorithms for the test cover problem
    De Bontridder, KMJ
    Halldórsson, BV
    Halldórsson, MM
    Hurkens, CAJ
    Lenstra, JK
    Ravi, R
    Stougie, L
    MATHEMATICAL PROGRAMMING, 2003, 98 (1-3) : 477 - 491
  • [26] Approximation algorithms for the test cover problem
    K.M.J. De Bontridder
    B.V. Halldórsson
    M.M. Halldórsson
    C.A.J. Hurkens
    J.K. Lenstra
    R. Ravi
    L. Stougie
    Mathematical Programming, 2003, 98 : 477 - 491
  • [27] Approximation algorithms for submodular set cover with applications
    Fujito, T
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2000, E83D (03): : 480 - 487
  • [28] Approximation algorithms for the minimum power cover problem with submodular/linear penalties
    Liu, Xiaofei
    Li, Weidong
    Dai, Han
    THEORETICAL COMPUTER SCIENCE, 2022, 923 : 256 - 270
  • [29] Approximation Algorithm for the Minimum Interval Partial Multi-Cover Problem
    Ran, Yingli
    Jin, Jianhong
    Zhang, Zhao
    NETWORKS, 2024,
  • [30] A simple greedy approximation algorithm for the minimum connected -Center problem
    Liang, Dongyue
    Mei, Liquan
    Willson, James
    Wang, Wei
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2016, 31 (04) : 1417 - 1429