A first multilevel cooperative algorithm for capacitated multicommodity network design

被引:44
|
作者
Crainic, TG [1 ]
Li, Y
Toulouse, M
机构
[1] Univ Montreal, Ctr Rech Transports, Montreal, PQ H3T 1J4, Canada
[2] Univ Quebec, Ecole Sci Gest, Dept Management & Technol, Montreal, PQ H3C 3P8, Canada
[3] Univ Manitoba, Dept Comp Sci, Winnipeg, MB R3T 2N2, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
parallel search; multilevel cooperation; cycle-based tabu search; capacitated multicommodity network design;
D O I
10.1016/j.cor.2005.07.015
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We describe the first multilevel cooperative tabu search for the capacitated multicommodity network design problem. Main design challenges are associated to the specification of the problem instance addressed at each level in cooperation, as well as to the definition of the cooperation operators. The paper proposes a first approach to address these challenges and tests it on a set of well-known benchmark problems. The proposed method appears competitive, particularly when difficult problems with many commodities are considered. Directions and challenges for future research are identified and discussed. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2602 / 2622
页数:21
相关论文
共 50 条
  • [1] Solving multicommodity capacitated network design problems using a multiobjective evolutionary algorithm
    Kleeman, Mark P.
    Lamont, Gary B.
    Hopkinson, Kenneth M.
    Graham, Scott R.
    [J]. 2007 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN SECURITY AND DEFENSE APPLICATIONS, 2007, : 33 - +
  • [2] Tabu search-based algorithm for capacitated multicommodity network design problem
    Zaleta, NC
    Socarrás, AMA
    [J]. 14TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS, AND COMPUTERS, PROCEEDINGS, 2004, : 144 - 148
  • [3] Design-balanced capacitated multicommodity network design with heterogeneous assets
    Li, Xiangyong
    Wei, Kai
    Aneja, Y. P.
    Tian, Peng
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2017, 67 : 145 - 159
  • [4] Benders, metric and cutset inequalities for multicommodity capacitated network design
    Costa, Alysson M.
    Cordeau, Jean-Francois
    Gendron, Bernard
    [J]. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2009, 42 (03) : 371 - 392
  • [5] The impact of filtering in a branch-and-cut algorithm for multicommodity capacitated fixed charge network design
    Chouman, Mervat
    Crainic, Teodor Gabriel
    Gendron, Bernard
    [J]. EURO JOURNAL ON COMPUTATIONAL OPTIMIZATION, 2018, 6 (02) : 143 - 184
  • [6] Benders, metric and cutset inequalities for multicommodity capacitated network design
    Alysson M. Costa
    Jean-François Cordeau
    Bernard Gendron
    [J]. Computational Optimization and Applications, 2009, 42 : 371 - 392
  • [7] A capacity scaling heuristic for the multicommodity capacitated network design problem
    Katayama, N.
    Chen, M.
    Kubo, M.
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 232 (01) : 90 - 101
  • [8] A Simplex-based simulated annealing algorithm for node-arc capacitated multicommodity network design
    Yaghini, Masoud
    Momeni, Mohsen
    Sarmadi, Mohammadreza
    [J]. APPLIED SOFT COMPUTING, 2012, 12 (09) : 2997 - 3003
  • [9] A combined fast greedy heuristic for the capacitated multicommodity network design problem
    Katayama, Naoto
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2019, 70 (11) : 1983 - 1996
  • [10] 0-1 reformulations of the multicommodity capacitated network design problem
    Frangioni, Antonio
    Gendron, Bernard
    [J]. DISCRETE APPLIED MATHEMATICS, 2009, 157 (06) : 1229 - 1241