On the Partial Vertex Cover Problem in Bipartite Graphs - a Parameterized Perspective

被引:0
|
作者
Mkrtchyan, Vahan [1 ]
Petrosyan, Garik [2 ]
Subramani, K. [3 ]
Wojciechowski, Piotr [3 ]
机构
[1] Gran Sasso Sci Inst, Sch Adv Studies, Laquila, Italy
[2] Yerevan State Univ, Dept Informat & Appl Math, Yerevan, Armenia
[3] West Virginia Univ, LDCSEE, Morgantown, WV 26506 USA
关键词
Partial vertex cover; Weighted partial vertex cover; Bipartite graph; Exponential algorithm; Fixed parameter tractability; BUDGETED MAXIMUM COVERAGE; APPROXIMATION ALGORITHMS; COMPLEXITY; COMPLETENESS;
D O I
10.1007/s00224-023-10152-w
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we examine variants of the partial vertex cover problem from the perspective of parameterized algorithms. Recall that in the classical vertex cover problem (VC), we are given a graph G = < V, E > and a number k and asked if we can cover all of the edges in E, using at most k vertices from V. The partial vertex cover problem (PVC) is a more general version of the VC problem in which we are given an additional parameter k'. We then ask the question of whether at least k' of the edges in E can be covered using at most k vertices from V. Note that the VC problem is a special case of the PVC problem when k' = vertical bar E vertical bar. In this paper, we study the weighted generalizations of the PVC problem. This is called the weighted partial vertex cover problem (WPVC). In the WPVC problem, we are given two parameters R and L, associated respectively with the vertex set V and edge set E of the graph G respectively. Additionally, we are given non-negative integral weight functions for the vertices and the edges. The goal then is to cover edges of total weight at least L, using vertices of total weight at most R. This paper studies several variants of the PVC and WPVC problems and establishes new results from the perspective of fixed-parameter tractability and W[1]-hardness. We also introduce a new problem called the partial vertex cover with matching constraints and show that it is Fixed-Parameter Tractable (FPT) for a certain class of graphs. Finally, we show that the WPVC problem is APX-complete for bipartite graphs.
引用
收藏
页码:122 / 143
页数:22
相关论文
共 50 条
  • [31] ON THE HILBERT SERIES OF VERTEX COVER ALGEBRAS OF COHEN-MACAULAY BIPARTITE GRAPHS
    Ion, Cristian
    MATEMATICHE, 2010, 65 (01): : 89 - 99
  • [32] Parameterized algorithm for eternal vertex cover
    Fomin, Fedor V.
    Gaspers, Serge
    Golovach, Petr A.
    Kratsch, Dieter
    Saurabh, Saket
    INFORMATION PROCESSING LETTERS, 2010, 110 (16) : 702 - 706
  • [33] Parameterized complexity of vertex cover variants
    Guo, Jiong
    Niedermeier, Rolf
    Wernicke, Sebastian
    THEORY OF COMPUTING SYSTEMS, 2007, 41 (03) : 501 - 520
  • [34] Parameterized Complexity of Vertex Cover Variants
    Jiong Guo
    Rolf Niedermeier
    Sebastian Wernicke
    Theory of Computing Systems, 2007, 41 : 501 - 520
  • [35] Improved approximation algorithms for the partial vertex cover problem
    Halperin, E
    Srinivasan, A
    APPROXIMATION ALGORITHMS FOR COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 2002, 2462 : 161 - 174
  • [36] An efficient local search for partial vertex cover problem
    Zhou, Yupeng
    Wang, Yiyuan
    Gao, Jian
    Luo, Na
    Wang, Jianan
    NEURAL COMPUTING & APPLICATIONS, 2018, 30 (07): : 2245 - 2256
  • [37] An Improved Memetic Algorithm for the Partial Vertex Cover Problem
    Zhou, Yupeng
    Qiu, Changze
    Wang, Yiyuan
    Fan, Mingjie
    Yin, Minghao
    IEEE ACCESS, 2019, 7 : 17389 - 17402
  • [38] An approximation algorithm for the partial vertex cover problem in hypergraphs
    El Ouali, Mourad
    Fohlin, Helena
    Srivastav, Anand
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2016, 31 (02) : 846 - 864
  • [39] An efficient local search for partial vertex cover problem
    Yupeng Zhou
    Yiyuan Wang
    Jian Gao
    Na Luo
    Jianan Wang
    Neural Computing and Applications, 2018, 30 : 2245 - 2256
  • [40] An approximation algorithm for the partial vertex cover problem in hypergraphs
    Mourad El Ouali
    Helena Fohlin
    Anand Srivastav
    Journal of Combinatorial Optimization, 2016, 31 : 846 - 864