ILP models and improved methods for the problem of routing and spectrum allocation

被引:4
|
作者
Wang, Jiading [1 ]
Shigeno, Maiko [1 ]
Wu, Qian [1 ]
机构
[1] Univ Tsukuba, Grad Sch Syst & Informat Engn, Tsukuba, Ibaraki 3058577, Japan
关键词
Elastic optical network; Static planning problem; Resource allocation; ILP model; OPTIMIZATION PROBLEMS; BANDWIDTH ALLOCATION; NETWORK; ASSIGNMENT; MODULATION; SCHEMES;
D O I
10.1016/j.osn.2022.100675
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Elastic Optical Networks (EONs) using a flexible wavelength allocation technique with smaller granularity of spectrum can improve the efficiency and flexibility for diverse traffic transmission. However, due to the small granularity in EONs, the resource allocation problems become more complicated than that of the existing network architecture. By classifying the integer linear programming (ILP) models for solving the resource allocation problem on EONs into four categories, i.e., path/slot, path/channel, node/slot and node/channel, the characteristics of each are reviewed and tighter lower bounds estimation schemes for these ILP models are designed. Also, for channel models (i.e., path/channel and node/channel models), we propose two improved channel generation methods in pre-processing to reduce the number of variables. In the comparative experiments, we show the superiority of our methods, and by using them, analyze the characteristics of the four models.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Integer programming models for the routing and spectrum allocation problem
    Federico Bertero
    Marcelo Bianchetti
    Javier Marenco
    [J]. TOP, 2018, 26 : 465 - 488
  • [2] Integer programming models for the routing and spectrum allocation problem
    Bertero, Federico
    Bianchetti, Marcelo
    Marenco, Javier
    [J]. TOP, 2018, 26 (03) : 465 - 488
  • [3] Performance Comparison of Methods to Solve the Routing and Spectrum Allocation Problem
    Duran, R. J.
    Rodriguez, I.
    Fernandez, N.
    de Miguel, I.
    Merayo, N.
    Fernandez, P.
    Aguado, J. C.
    Jimenez, T.
    Lorenzo, R. M.
    Abril, E. J.
    [J]. 2012 14TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON 2012), 2012,
  • [4] ILP model and Effective Genetic Algorithm for Routing and Spectrum Allocation in Elastic Optical Networks
    Capucho, Joao H. L.
    Resendo, Leandro C.
    [J]. 2013 SBMO/IEEE MTT-S INTERNATIONAL MICROWAVE & OPTOELECTRONICS CONFERENCE (IMOC), 2013,
  • [5] A polyhedral study of a relaxation of the routing and spectrum allocation problem
    Bertero, Federico
    Kerivin, Herve
    Marenco, Javier
    Wagler, Annegret
    [J]. XII LATIN-AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, LAGOS 2023, 2023, 224 : 391 - 393
  • [6] Modeling the routing and spectrum allocation problem for flexgrid optical networks
    Velasco, L.
    Klinkowski, M.
    Ruiz, M.
    Comellas, J.
    [J]. PHOTONIC NETWORK COMMUNICATIONS, 2012, 24 (03) : 177 - 186
  • [7] Modeling the routing and spectrum allocation problem for flexgrid optical networks
    L. Velasco
    M. Klinkowski
    M. Ruiz
    J. Comellas
    [J]. Photonic Network Communications, 2012, 24 : 177 - 186
  • [8] A branch-and-cut algorithm for the routing and spectrum allocation problem
    Bianchetti, Marcelo
    Marenco, Javier
    [J]. DISCRETE APPLIED MATHEMATICS, 2023, 339 : 107 - 126
  • [9] An ILP improvement procedure for the Open Vehicle Routing Problem
    Salari, Majid
    Toth, Paolo
    Tramontani, Andrea
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (12) : 2106 - 2120
  • [10] The berth allocation problem: models and solution methods
    Yongpei Guan
    Raymond K. Cheung
    [J]. OR Spectrum, 2004, 26 : 75 - 92