Survivable Cross-Layer Virtual Topology Design Using a Hyper-Heuristic Approach

被引:0
|
作者
Ergin, Fatma Corut [1 ]
Yayimli, Aysegul [2 ]
Uyar, A. Sima [2 ]
机构
[1] Istanbul Tech Univ, Inst Informat, TR-80626 Istanbul, Turkey
[2] Istanbul Tech Univ, Dept Comp Sci, Istanbul, Turkey
关键词
Survivable virtual topology design; Multiple-link failure; Hyper-heuristics; Ant colony optimization;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In optical WDM networks, designing survivable virtual topologies is a critical problem since a fiber failure may result in a serious amount of data loss. We propose a novel hyper-heuristic approach based on ant colony optimization for solving the survivable cross-layer virtual topology design problem efficiently. To increase the scale-up, a flow-deviation method is used. The experimental results show that our approach can solve the problem for single-link failure in a reasonable amount of time, i.e., 20 minutes on average. Moreover, for double-link failure situations, our approach can still be used to design survivable virtual topologies in approximately 30 minutes without any change in the algorithm.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] A Bayesian based Hyper-Heuristic approach for global optimization
    Oliva, Diego
    Martins, Marcella S. R.
    2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2019, : 1766 - 1773
  • [32] A GP Hyper-Heuristic Approach for Generating TSP Heuristics
    Duflo, Gabriel
    Kieffer, Emmanuel
    Brust, Matthias R.
    Danoy, Gregoire
    Bouvry, Pascal
    2019 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW), 2019, : 521 - 529
  • [33] Hyper-heuristic approach for solving Nurse Rostering Problem
    Anwar, Khairul
    Awadallah, Mohammed A.
    Khader, Ahamad Tajudin
    Al-Betar, Mohammed Azmi
    2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ENSEMBLE LEARNING (CIEL), 2014, : 48 - 53
  • [34] A Hyper-Heuristic Based On An Adapter Layer For Transportation Combinatorial Problems
    Urra, E.
    Cubillos, C.
    Cabrera, D.
    IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (06) : 2764 - 2769
  • [35] Novel task assignment policies using enhanced hyper-heuristic approach in cloud
    Krishnamoorthy N.
    Venkatachalam K.
    Manikandan R.
    Prabhu P.
    International Journal of Cloud Computing, 2023, 12 (2-4) : 178 - 190
  • [36] Automated Heuristic Design Using Genetic Programming Hyper-Heuristic for Uncertain Capacitated Arc Routing Problem
    Liu, Yuxin
    Mei, Yi
    Zhang, Mengjie
    Zhang, Zili
    PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'17), 2017, : 290 - 297
  • [37] Examination Timetabling Using Scatter Search Hyper-Heuristic
    Sabar, Nasser R.
    Ayob, Masri
    2009 2ND CONFERENCE ON DATA MINING AND OPTIMIZATION, 2009, : 133 - 137
  • [38] A cross-layer design approach to enhance 802.15.4
    Papadimitratos, Panagiotis
    Mishra, Amitabh
    Rosenburgh, Dwayne
    MILCOM 2005 - 2005 IEEE MILITARY COMMUNICATIONS CONFERENCE, VOLS 1-5, 2005, : 1719 - 1726
  • [39] An evolutionary-based hyper-heuristic approach for the Jawbreaker puzzle
    S. Salcedo-Sanz
    J. M. Matías-Román
    S. Jiménez-Fernández
    A. Portilla-Figueras
    L. Cuadra
    Applied Intelligence, 2014, 40 : 404 - 414
  • [40] A Hyper-Heuristic Approach to Solving the Ski-Lodge Problem
    Hassan, Ahmed
    Pillay, Nelishia
    ADVANCES IN NATURE AND BIOLOGICALLY INSPIRED COMPUTING, 2016, 419 : 201 - 210