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On the Comparison of Decoding Strategies for a Memetic Algorithm for the Multi Layer Hierarchical Ring Network Design Problem

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Computer Aided Systems Theory – EUROCAST 2015 (EUROCAST 2015)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 9520))

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Abstract

We address the Multi Layer Hierarchical Ring Network Design Problem, which arises in the design of large telecommunication backbone networks. To ensure reliability for the network the nodes are assigned to different layers and connected using a hierarchy of rings of bounded length. Previously we presented a memetic algorithm that clusters the nodes of each layer into disjoint subsets and then uses a decoding procedure to determine rings connecting all nodes of each cluster. In this paper we compare several decoding procedures based on construction heuristics for the Traveling Salesman Problem and an integer linear programming approach. We observe that a nearest neighbor procedure outperforms the other constructive methods, while the exact approach proves to be to slow for practical use.

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Notes

  1. 1.

    www.math.uwaterloo.ca/tsp/concorde.

  2. 2.

    http://comopt.ifi.uni-heidelberg.de/software/TSPLIB95

  3. 3.

    All instances are available at www.ac.tuwien.ac.at/research/problem-instances

References

  1. Gendreau, M., Labbé, M., Laporte, G.: Efficient heuristics for the design of ring networks. Telecommun. Syst. 4(1), 177–188 (1995)

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  2. Proestaki, A., Sinclair, M.: Design and dimensioning of dual-homing hierarchical multi-ring networks. IEE Proc.Commun. 147(2), 96–104 (2000)

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  3. Schauer, C., Raidl, G.R.: Variable neighborhood search and GRASP for three-layer hierarchical ring network design. In: Coello, C.A.C., Cutello, V., Deb, K., Forrest, S., Nicosia, G., Pavone, M. (eds.) PPSN 2012, Part I. LNCS, vol. 7491, pp. 458–467. Springer, Heidelberg (2012)

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  4. Schauer, C., Raidl, G.R.: A memetic algorithm for multi layer hierarchical ring network design. In: Bartz-Beielstein, T., Branke, J., Filipič, B., Smith, J. (eds.) PPSN 2014. LNCS, vol. 8672, pp. 832–841. Springer, Heidelberg (2014)

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Authors and Affiliations

  1. Institute of Computer Graphics and Algorithms, TU Wien, Vienna, Austria

    Christian Schauer & Günther R. Raidl

Authors
  1. Christian Schauer
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  2. Günther R. Raidl
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Corresponding author

Correspondence to Christian Schauer .

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Editors and Affiliations

  1. de Gran Canaria, Universidad de las Palmas de Gran Canari, Las Palmas de Gran Canaria, Spain

    Roberto Moreno-Díaz

  2. Johannes Kepler University Linz, Linz, Austria

    Franz Pichler

  3. de Gran Canaria, Universidad de las Palmas de Gran Canari, Las Palmas de Gran Canaria, Spain

    Alexis Quesada-Arencibia

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Schauer, C., Raidl, G.R. (2015). On the Comparison of Decoding Strategies for a Memetic Algorithm for the Multi Layer Hierarchical Ring Network Design Problem. In: Moreno-Díaz, R., Pichler, F., Quesada-Arencibia, A. (eds) Computer Aided Systems Theory – EUROCAST 2015. EUROCAST 2015. Lecture Notes in Computer Science(), vol 9520. Springer, Cham. https://doi.org/10.1007/978-3-319-27340-2_34

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  • DOI: https://doi.org/10.1007/978-3-319-27340-2_34

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-27339-6

  • Online ISBN: 978-3-319-27340-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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