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Network Formation Using Ant Colony Optimization

  • Steven C. Oimoen
  • Gilbert L. Peterson
  • Kenneth M. Hopkinson
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5217)

Abstract

A significant area of research in the field of hybrid communications is the Network Design Problem (NDP) [1]. The NDP is an NP complete problem [1] that focuses on identifying the optimal network topology for transmitting commodities between nodes, under constraints such as bandwidth, limited compatible directed channels, and link and commodity costs. The NDP focuses on designing a flexible network while trying to achieve optimal flow or routing. If a link (or arc) is used, then an associated fixed cost of the edge is incurred. In addition, there is a cost for using the arc depending on the flow. The solution is a network topology connecting all of the nodes that minimizes the total system cost.

References

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    Dorigo, M., Gambardella, L.M.: Ant Colony System: A Cooperative Learning Approach to the Traveling Salesman Problem. IEEE Transactions on Evolutionary Computation 1, 53–66 (1997)CrossRefGoogle Scholar
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    de Campos, L., Fernandez-Luna, J., Gamez, J., Puerta, J.: Ant Colony Optimization for Learning Bayesian Networks. International Journal of Approximate Reasoning, 291–311 (2002)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Steven C. Oimoen
    • 1
  • Gilbert L. Peterson
    • 1
  • Kenneth M. Hopkinson
    • 1
  1. 1.Air Force Institute of TechnologyWright Patterson AFBOHUSA

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