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Optimizing a Ring-Based Private Line Telecommunication Network Using Tabu Search

Author

Listed:
  • Jiefeng Xu

    (Delta Technology, Inc., 1001 International Boulevard, Atlanta, Georgia 30354-1801)

  • Steve Y. Chiu

    (GTE Laboratories, Inc., 40 Sylvan Road, Waltham, Massachusetts 02254)

  • Fred Glover

    (Graduate School of Business, University of Colorado at Boulder, Boulder, Colorado 80309-0419)

Abstract

One of the private line network design problems in the telecommunications industry is to interconnect a set of customer locations through a ring of end offices so as to minimize the total tariff cost and provide reliability. We develop a Tabu Search method for the problem that incorporates long term memory, probabilistic move selections, hierarchical move evaluation, candidate list strategies and an elite solution recovery strategy. Computational results for test data show that the Tabu Search heuristic finds optimal solutions for all test problems that can be solved exactly by a branch-and-cut algorithm, while running about three orders of magnitude faster than the exact algorithm. In addition, for larger size problems that cannot be solved exactly, the tabu search algorithm outperforms the best local search heuristic currently available. The performance gap favoring Tabu Search increases significantly for more difficult problem instances.

Suggested Citation

  • Jiefeng Xu & Steve Y. Chiu & Fred Glover, 1999. "Optimizing a Ring-Based Private Line Telecommunication Network Using Tabu Search," Management Science, INFORMS, vol. 45(3), pages 330-345, March.
    • Handle: RePEc:inm:ormnsc:v:45:y:1999:i:3:p:330-345
    DOI: 10.1287/mnsc.45.3.330
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    References listed on IDEAS

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    1. Jiefeng Xu & James P. Kelly, 1996. "A Network Flow-Based Tabu Search Heuristic for the Vehicle Routing Problem," Transportation Science, INFORMS, vol. 30(4), pages 379-393, November.
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    5. Manuel Laguna, 1994. "Clustering for the Design of SONET Rings in Interoffice Telecommunications," Management Science, INFORMS, vol. 40(11), pages 1533-1541, November.
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    Cited by:

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    2. Alfandari, Laurent & Ljubić, Ivana & De Melo da Silva, Marcos, 2022. "A tailored Benders decomposition approach for last-mile delivery with autonomous robots," European Journal of Operational Research, Elsevier, vol. 299(2), pages 510-525.
    3. Russell, Robert A. & Chiang, Wen-Chyuan, 2006. "Scatter search for the vehicle routing problem with time windows," European Journal of Operational Research, Elsevier, vol. 169(2), pages 606-622, March.
    4. Contreras, Ivan & Fernández, Elena, 2012. "General network design: A unified view of combined location and network design problems," European Journal of Operational Research, Elsevier, vol. 219(3), pages 680-697.
    5. Labbe, Martine & Laporte, Gilbert & Rodriguez Martin, Inmaculada & Gonzalez, Juan Jose Salazar, 2005. "Locating median cycles in networks," European Journal of Operational Research, Elsevier, vol. 160(2), pages 457-470, January.
    6. Baldacci, R. & Dell'Amico, M., 2010. "Heuristic algorithms for the multi-depot ring-star problem," European Journal of Operational Research, Elsevier, vol. 203(1), pages 270-281, May.
    7. Balakrishnan, Anantaram & Banciu, Mihai & Glowacka, Karolina & Mirchandani, Prakash, 2013. "Hierarchical approach for survivable network design," European Journal of Operational Research, Elsevier, vol. 225(2), pages 223-235.

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