Ant agents with distributed knowledge applied to adaptive control of a nonstationary traffic in ad-hoc networks

Authors:
Michal Kudelski;Andrzej Pacut
Affiliations:
Institute of Control and Computation Engineering, Warsaw Univ. of Technology, Warsaw, Poland and NASK, Warsaw, Poland;Institute of Control and Computation Engineering, Warsaw Univ. of Technology, Warsaw, Poland and NASK, Warsaw, Poland
Venue:
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Year:
2010

Citing 3
Cited 0

ANSI: a swarm intelligence-based unicast routing protocol for hybrid ad hoc networks

Journal of Systems Architecture: the EUROMICRO Journal - Special issue: Nature-inspired applications and systems
Ant Routing with Distributed Geographical Localization of Knowledge in Ad-Hoc Networks

EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Scalable routing protocols for mobile ad hoc networks

IEEE Network: The Magazine of Global Internetworking

Quantified Score

Hi-index	0.00

Visualization

Abstract

We analyze a SWARM-based multi agent control scheme for controlling the traffic of data packets in ad-hoc networks. We consider nonstationary traffic patterns. We demonstrate how the distributed and geographically localized knowledge gathered by ant agents may improve the effectiveness of the ant learning mechanism. Our experiments indicate the improvement of adaptation capabilities of ants under dynamic topology changes and dynamic load level changes in the network.