An approximation algorithm for the dynamic facility location problem with outliers

被引:0
|
作者
Yanjun Jiang
Dachuan Xu
Donglei Du
Dongmei Zhang
机构
[1] Beijing University of Technology,Department of Information and Operations Research, College of Applied Sciences
[2] University of New Brunswick,Faculty of Business Administration
[3] Shandong Jianzhu University,School of Computer Science and Technology
来源
Optimization Letters | 2019年 / 13卷
关键词
Approximation algorithm; Facility location problem; Primal-dual; Approximation ratio;
D O I
暂无
中图分类号
学科分类号
摘要
In this article, we investigate the dynamic (multi-period) facility location problem with potentially unserved clients or outliers. We propose a 3-approximation primal-dual algorithm based on an integer linear program formulation of the problem. We further improve the approximation ratio to 2 by combining the cost scaling and greedy improvement techniques.
引用
收藏
页码:561 / 571
页数:10
相关论文
共 50 条
  • [31] Approximation algorithm for squared metric facility location problem with nonuniform capacities
    Xu, Yicheng
    Xu, Dachuan
    Du, Donglei
    Zhang, Dongmei
    DISCRETE APPLIED MATHEMATICS, 2019, 264 (208-217) : 208 - 217
  • [32] An approximation algorithm for the k-level capacitated facility location problem
    Donglei Du
    Xing Wang
    Dachuan Xu
    Journal of Combinatorial Optimization, 2010, 20 : 361 - 368
  • [33] Approximation Algorithm for the Squared Metric Soft Capacitated Facility Location Problem
    Han, Lu
    Xu, Dachuan
    Xu, Yicheng
    Zhang, Dongmei
    COMPUTATIONAL DATA AND SOCIAL NETWORKS, 2019, 11917 : 72 - 73
  • [34] Approximation algorithm for the k- product uncapacitated facility location problem
    Yi, Bin
    Li, Rongheng
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 5, 2010, : 602 - 605
  • [35] An approximation algorithm for the k-level stochastic facility location problem
    Wang, Zhen
    Du, Donglei
    Gabor, Adriana F.
    Xu, Dachuan
    OPERATIONS RESEARCH LETTERS, 2010, 38 (05) : 386 - 389
  • [36] A Local Search Approximation Algorithm for the Restricted Universal Facility Location Problem
    Kanodia, Uttam
    Shukla, K. K.
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON DATA SCIENCE & ENGINEERING (ICDSE), 2016, : 151 - 153
  • [37] An approximation algorithm for soft capacitated k-facility location problem
    Jiang, Yanjun
    Xu, Dachuan
    Du, Donglei
    Wu, Chenchen
    Zhang, Dongmei
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2018, 35 (02) : 493 - 511
  • [38] An Approximation Algorithm for the Stochastic Fault-Tolerant Facility Location Problem
    Wu C.
    Xu D.
    Shu J.
    Journal of the Operations Research Society of China, 2013, 1 (04) : 511 - 522
  • [39] An Approximation Algorithm For The Stochastic Fault-tolerant Facility Location Problem
    Wu, Chen-Chen
    Xu, Da-Chuan
    Shu, Jia
    OPERATIONS RESEARCH AND ITS APPLICATIONS: IN ENGINEERING, TECHNOLOGY AND MANAGEMENT, 2011, 14 : 164 - +
  • [40] A 3-approximation algorithm for the facility location problem with uniform capacities
    Aggarwal, Ankit
    Louis, Anand
    Bansal, Manisha
    Garg, Naveen
    Gupta, Neelima
    Gupta, Shubham
    Jain, Surabhi
    MATHEMATICAL PROGRAMMING, 2013, 141 (1-2) : 527 - 547