ComputingComputer ScienceAlgorithmsArtificial IntelligenceDistributed SystemsAdaptive RoutingCommunication NetworksDistributed AlgorithmsDistributed ComputingRoutingRouting AlgorithmsAnt Colony OptimizationDatagram NetworksDistributed RoutingDistributed Routing AlgorithmsRouting In Mobile NetworksTraffic-aware Routing
This paper introduces AntNet, a new routing algorithm for telecommunication networks. AntNet is an adaptive, distributed, mobile-agents-based algorithm which was inspired by recent work on the ant colony metaphor. We apply AntNet in a datagram network and compare it with both static and adaptive state-of-the-art routing algorithms. We ran experiments for various paradigmatic temporal and spatial traffic distributions. AntNet showed both very good performances and robustness under all the experimental conditions with respect to its competitors.
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Ant-Based Load Balancing in Telecommunications Networks
Ruud Schoonderwoerd, Owen Holland, Janet Bruten et al. · Adaptive Behavior · 1997 · 744 citations
The revised ARPANET routing metric
A. Khanna, John Zinky · ACM SIGCOMM Computer Communication Review · 1989 · 219 citations