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

Authors:
Michal Kudelski;Andrzej Pacut
Affiliations:
Institute of Control and Computation Engineering, Warsaw Univ. of Technology, Warsaw, Poland 00-665 and NASK, Warsaw, Poland 02-796;Institute of Control and Computation Engineering, Warsaw Univ. of Technology, Warsaw, Poland 00-665 and NASK, Warsaw, Poland 02-796
Venue:
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Year:
2009

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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.