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Ant Routing with Distributed Geographical Localization of Knowledge in Ad-Hoc Networks

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Applications of Evolutionary Computing (EvoWorkshops 2009)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 5484))

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Abstract

We introduce an alternative way of knowledge management for ant routing in ad-hoc networks. In our approach, the knowledge about paths gathered by ants is connected with geographical locations and exchanged between nodes as they move across the network. The proposed scheme refers to the usage of a pheromone by real ants: the pheromone is left on the ground and used by ants in its surroundings. Our experiments show that the proposed solution may improve the overall performance of the underlying ant routing mechanism.

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Author information

Authors and Affiliations

  1. Institute of Control and Computation Engineering, Warsaw Univ. of Technology, Nowowiejska 15/19, 00-665, Warsaw, Poland

    Michal Kudelski & Andrzej Pacut

  2. NASK, Wawozowa 18, 02-796, Warsaw, Poland

    Michal Kudelski & Andrzej Pacut

Authors
  1. Michal Kudelski
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  2. Andrzej Pacut
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Editor information

Editors and Affiliations

  1. Department of Animal Production Epidemiology and Ecology, University of Torino, Via Leonardo da Vinci 44, 10095, Grugliasco, Italy

    Mario Giacobini

  2. Quinn School of Business, Belfield, University College Dublin, Dublin 4, Ireland

    Anthony Brabazon

  3. Department of Computer Engineering, University of Parma, Viale Usberti 181/a, 43100, Parma, Italy

    Stefano Cagnoni

  4. Dalla Molle Institute for Artificial Intelligence (IDSIA), Gallelria 2, 6928, Manno-Lugano, Switzerland

    Gianni A. Di Caro

  5. School of Engineering and Applied Science,Aston Triangle, Aston University, B4 7ET, Birmingham, UK

    Anikó Ekárt

  6. Complex Adaptive Systems Group, Instituto Tecnológico de Informática, Ciudad PolitŽcnica de la Innovacin, Edif. 8G Acceso B, 46022, Valencia, Spain

    Anna Isabel Esparcia-Alcázar

  7. Next Generation Itelligent Networks Research Center (nexGIN RC), National University of Computer and Emerging Sciences (NUCES), Islamabad, Pakistan

    Muddassar Farooq

  8. Faculty of Economics and Social Sciences, Helmut-Schmidt-University, Holstenhofweg 85, 22043, Hamburg, Germany

    Andreas Fink

  9. Department of Informatics Engineering, Polo II - Pinhal de Marrocos, University of Coimbra, 3030 - 290, Coimbra, Portugal

    Penousal Machado

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© 2009 Springer-Verlag Berlin Heidelberg

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Kudelski, M., Pacut, A. (2009). Ant Routing with Distributed Geographical Localization of Knowledge in Ad-Hoc Networks. In: Giacobini, M., et al. Applications of Evolutionary Computing. EvoWorkshops 2009. Lecture Notes in Computer Science, vol 5484. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01129-0_14

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  • DOI: https://doi.org/10.1007/978-3-642-01129-0_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-01128-3

  • Online ISBN: 978-3-642-01129-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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