An Improved System for Efficient Clustering Using Ant Colony Algorithm

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Provided by: Creative Commons
Topic: Data Management
Format: PDF
A simulated network models a typical distribution of calls between nodes; those nodes which carry extra traffic can become congested, and that will result in loosing calls. In addition to calls, the network also supports a population of simple peer node with behaviors modelled on the trail laying abilities of dynamic ants. The dynamic ants can move in the network randomly between chosen pairs of nodes; as they move they deposit simulated pheromones as a function of their distance from their source node, and the congestion encountered on their journey. They select their path on every node depending on the distribution of simulated pheromones at every node.
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