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Topology Design of Hierarchical Hybrid Fiber-VDSL Access Networks with Enhanced Discrete Binary PSO

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Abstract

As one of the most efficient access solutions, VDSL technology is becoming a highlight in the next generation network. This paper addresses the topology design of hierarchical Hybrid Fiber-VDSL Access Networks (HFVAN) as a NP-hard problem. An efficient strategy with general binary models is proposed to find a cost-effective and high-reliable network with heuristic algorithms in a short time. An enhanced Discrete Binary Particle Swarm Optimization (DBPSO) is developed and successfully implemented for this network planning problem, both for clustering and positioning. In terms of numerical results, the performance of the enhanced DBPSO is compared with some previous approaches.

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References

  1. Zhao, R., Goetze, S., Lehnert, R.: A Visual Planning Tool for Hybrid Fiber-VDSL Access Networks with Heuristic Algorithms. In: The 5th International Workshop on Design of Reliable Communication Networks (DRCN 2005), Island of Ischia (Naples), Italy, pp. 541–548 (2005)

    Google Scholar 

  2. Zhao, R., Dai, Q., Lehnert, R.: Planing of Hybrid Fiber-VDSL Access Networks Using Particle Swarm Optimization. In: WTC/ISS (World Telecommunications Congress/International Switching Symposium) and ISSLS (International Symposium on Services and Local Access), Budapest, Hungary (2006)

    Google Scholar 

  3. Zhao, R., Liu, H.J., Lehnert, R.: Topology Design of Hierarchical Hybrid Fiber-VDSL Access Networks with ACO. In: The Fourth Advanced International Conference on Telecommunications (AICT2008), Athens, Greece, June 8-13, 2008, pp. 232–237 (2008)

    Google Scholar 

  4. Gavish, B.: Topological design of Telecommunication Networks-the Overall Design Problem. European Journal of Operations Research 58(2), 149–172 (1992)

    Article  MATH  Google Scholar 

  5. Bley, A., Koch, T., Wessaely, R.: Large-scale hierarchical networks: How to compute an optimal architecture? In: Proceeding of Networks 2004, Vienna, Austria, pp. 13–16 (2004)

    Google Scholar 

  6. Pioro, M., Medhi, D.: Routing, Flow, and Capacity Design in Communication and Computer Networks. Elsevier Inc., America (2004)

    MATH  Google Scholar 

  7. Tsenov, A.: Simulated Annealing and Genetic Algorithm in Telecommunications Network Planning. International Journal of Computational Intelligence 2(1), 240–245 (2005)

    Google Scholar 

  8. Gavish, B.: Topological design of Telecommunication Networks-local Access Design Methods. Annals of Operations Research 33(1), 17–71 (1991)

    Article  MATH  Google Scholar 

  9. Godor, I., Magyar, G.: Cost-optimal Topology Planning of Hierarchical Access Network. Computers & Operations Research 32, 59–86 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  10. Chamberland, S., Sanso, B., Marcotte, O.: Topological Design of Two-Level Telecommunication Networks with Modular Switches. Operations Research 48(5), 745–760 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  11. Girard, A., Sanso, B., Dadjo, L.: A Tabu Search Algorithm for Access Network Design. Annals of Operations Research 106(1–4), 229–262 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  12. Eberhart, R.C., Kennedy, J.: A New Optimizer Using Particle Swarm Theory. In: Pro. of the Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, pp. 39–43. IEEE Service Centre, Piscataway (1995)

    Chapter  Google Scholar 

  13. Shi, Y.H., Eberhart, R.C.: A Modified Particle Swarm Optimizer. In: IEEE International Conference on Evolutionary Computation, Anchorage, Alaska, May 4-9 (1998)

    Google Scholar 

  14. Eberhart, R.C., Shi, Y.: Particle Swarm Optimization: Developments, Applications and Resources. In: IEEE Proc. of Congress on Evolutionary Computation (CEC 2001), IEEE Service Centre, Seoul Korea (2001)

    Google Scholar 

  15. Hu, Y., Eberhart, R.C., Shi, Y.: Engineering Optimization with Particle Swarm. In: Proceeding of IEEE Swarm Intelligence Symposium 2003, pp. 53–57 (2003)

    Google Scholar 

  16. Hu, X.H., Shi, Y., Eberhart, R.: Recent Advances in Particle Swarm. In: IEEE Proc. of Congress on Evolutionary Computation (CEC 2004), June 19-23, 2004, pp. 90–97 (2004)

    Google Scholar 

  17. Parsopoulos, K.E., Vrahatis, M.N.: Particle Swarm Optimization for Constrained Optimization Problems, Intelligent technologies-theory and applications: new trends in intelligent technologies. Frontiers in Artificial Intelligence and Applications, vol. 76, pp. 214–220. IOS Press, Amsterdam (2002)

    Google Scholar 

  18. Sun, S.C., Abraham, A., Zhang, G.Y., Liu, H.B.: A Particle Swarm Optimization Algorithm for Neighbor Selection in Peer-to-Peer Networks. In: CISIM 2007, June 28-30 (2007)

    Google Scholar 

  19. Kennedy, J., Eberhart, R.: A Discrete Bindary Version of the Particle Swarm Algorithm. In: Proc. 1997 Conference Systems, Man, Cybernetics, Piscataway, NJ, USA (1997)

    Google Scholar 

  20. Chandrasekaran, S., Ponnambalam, S.G., Suresh, R.K., Vijayakumar, N.: A Hybrid Discrete Particle Swarm Optimization Algorithm to Solve Flow Shop Scheduling Problems. In: IEEE Conference on Cybernetics and Intelligent Systems, June 2006, pp. 1–6 (2006)

    Google Scholar 

  21. Chen, M., Wang, Z.W.: An Approach for Web Services Composition Based on QoS and Discrete Particle Swarm Optimization. In: Eighth ACIS International Conference on Sotftware Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, July 30 - August 1, 2007, vol. 2, pp. 37–41 (2007)

    Google Scholar 

  22. Zhang, C.S., Sun, J.G., Wang, Y., Yang, Q.Y.: An Improved Discrete Particle Swarm Optimization Algorithm for TSP. In: IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology Workshops, No. 5-12, pp. 35–38 (2007)

    Google Scholar 

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© 2009 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering

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Zhao, R., Zhang, Y., Lehnert, R. (2009). Topology Design of Hierarchical Hybrid Fiber-VDSL Access Networks with Enhanced Discrete Binary PSO. In: Wang, C. (eds) AccessNets. AccessNets 2008. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 6. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04648-3_15

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  • DOI: https://doi.org/10.1007/978-3-642-04648-3_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-04647-6

  • Online ISBN: 978-3-642-04648-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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