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Erschienen in:
1998 | OriginalPaper | Buchkapitel
Discovering Simple Fault-Tolerant Routing Rules by Genetic Programming
verfasst von : I. M. A. Kirkwood, S. H. Shami, M. C. Sinclair
Erschienen in: Artificial Neural Nets and Genetic Algorithms
Verlag: Springer Vienna
Enthalten in: Professional Book Archive
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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.