Discovering Simple Fault-Tolerant Routing Rules using Genetic Programming   [GP]

by

Kirkwood, I., M., A., Shami, S., H. and Sinclair, M., C.

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Info: ICANNGA97 (Conference proceedings), 1997
Keywords:genetic algorithms, genetic programming, telecommunication networks, routing
Abstract:
A novel approach to solving network routing [NR] and restoration problems using the genetic programming (GP) paradigm [GP] is presented, in which a single robust and fault-tolerant program is evolved which determines the near-shortest paths through a network subject to link failures. The approach is then applied to five different test networks. In addition, two multi-population GP techniques are tried and the results compared to simple GP.
Notes:
http://www.sys.uea.ac.uk/Research/ResGroups/MAG/ICANNGA97/papers_frame.html
Author(s) DL:Online papers for Sinclair, M., C.
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BibTex:
@InProceedings{kirkam:1997:dsftrr,
  author =       "I. M. A. Kirkwood and S. H. Shami and M. C. Sinclair",
  title =        "Discovering Simple Fault-Tolerant Routing Rules using
                 Genetic Programming",
  booktitle =    "ICANNGA97",
  year =         "1997",
  address =      "University of East Anglia, Norwich, UK",
  email =        "mcs@essex.ac.uk",
  keywords =     "genetic algorithms, genetic
                 programming,telecommunication networks, routing",
  abstract =     "A novel approach to solving network routing and
                 restoration problems using the genetic programming (GP)
                 paradigm is presented, in which a single robust and
                 fault-tolerant program is evolved which determines the
                 near-shortest paths through a network subject to link
                 failures. The approach is then applied to five
                 different test networks. In addition, two
                 multi-population GP techniques are tried and the
                 results compared to simple GP.",
  notes =        "http://www.sys.uea.ac.uk/Research/ResGroups/MAG/ICANNGA97/papers_frame.html",
}