An Ant Colony Clustering Algorithm

@article{Zhao2007AnAC,
  title={An Ant Colony Clustering Algorithm},
  author={Bao-Jiang Zhao},
  journal={2007 International Conference on Machine Learning and Cybernetics},
  year={2007},
  volume={7},
  pages={3933-3938}
}
  • Bao-Jiang Zhao
  • Published 2007 in
    2007 International Conference on Machine Learning…
This paper presents an ant colony clustering algorithm for optimally clustering N objects into K clusters. The algorithm employs the global pheromone updating and the heuristic information to construct clustering solutions and uniform crossover operator to further improve solutions discovered by ants. This algorithm has been implemented and tested on several simulated and real datasets. The performance of this algorithm is compared with other popular heuristic methods. Our computational… CONTINUE READING
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