Parameterized complexity of cardinality constrained optimization problems

被引:52
|
作者
Cai, Leizhen [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Shatin, Hong Kong, Peoples R China
来源
COMPUTER JOURNAL | 2008年 / 51卷 / 01期
关键词
cardinality constrained optimization problem; exact algorithm; fixed-cardinality optimization problem; graph problem; parameterized complexity; FPT algorithm; W[1]-hardness;
D O I
10.1093/comjnl/bxm086
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We study the parameterized complexity of cardinality constrained optimization problems, i.e. optimization problems that require their solutions to contain specified numbers of elements to optimize solution values. For this purpose, we consider around 20 such optimization problems, as well as their parametric duals, that deal with various fundamental relations among vertices and edges in graphs. We have almost completely settled their parameterized complexity by giving either FPT algorithms or W[1]-hardness proofs. Furthermore, we obtain faster exact algorithms for several cardinality constrained optimization problems by transforming them into problems of finding maximum (minimum) weight triangles in weighted graphs.
引用
收藏
页码:102 / 121
页数:20
相关论文
共 50 条
  • [21] The parameterized complexity of counting problems
    Flum, J
    Grohe, M
    SIAM JOURNAL ON COMPUTING, 2004, 33 (04) : 892 - 922
  • [22] Parameterized complexity of geometric problems
    Giannopoulos, Panos
    Knauer, Christian
    Whitesides, Sue
    COMPUTER JOURNAL, 2008, 51 (03): : 372 - 384
  • [23] On the Parameterized Complexity of Reconfiguration Problems
    Amer E. Mouawad
    Naomi Nishimura
    Venkatesh Raman
    Narges Simjour
    Akira Suzuki
    Algorithmica, 2017, 78 : 274 - 297
  • [24] Parameterized Complexity of Superstring Problems
    Bliznets, Ivan
    Fomin, Fedor V.
    Golovach, Petr A.
    Karpov, Nikolay
    Kulikov, Alexander S.
    Saurabh, Saket
    ALGORITHMICA, 2017, 79 (03) : 798 - 813
  • [25] Parameterized Complexity of Superstring Problems
    Ivan Bliznets
    Fedor V. Fomin
    Petr A. Golovach
    Nikolay Karpov
    Alexander S. Kulikov
    Saket Saurabh
    Algorithmica, 2017, 79 : 798 - 813
  • [26] On the parameterized complexity of dynamic problems
    Abu-Khzam, Faisal N.
    Egan, Judith
    Fellows, Michael R.
    Rosamond, Frances A.
    Shaw, Peter
    THEORETICAL COMPUTER SCIENCE, 2015, 607 : 426 - 434
  • [27] A GRASP based solution approach to solve cardinality constrained portfolio optimization problems
    Baykasoglu, Adil
    Yunusoglu, Mualla Gonca
    Ozsoydan, F. Burcin
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 90 : 339 - 351
  • [28] An Artificial Bee Colony Algorithm for the Cardinality-Constrained Portfolio Optimization Problems
    Chen, Angela H. L.
    Liang, Yun-Chia
    Liu, Chia-Chien
    2012 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2012,
  • [29] Optimality and Complexity for Constrained Optimization Problems with Nonconvex Regularization
    Bian, Wei
    Chen, Xiaojun
    MATHEMATICS OF OPERATIONS RESEARCH, 2017, 42 (04) : 1063 - 1084
  • [30] Cardinality constrained bin-packing problems
    Kellerer, H
    Pferschy, U
    ANNALS OF OPERATIONS RESEARCH, 1999, 92 (0) : 335 - 348