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Published in:
2006 | OriginalPaper | Chapter
Ants in text documents clustering
Author : Lukasz Machnik
Published in: Advances in Systems, Computing Sciences and Software Engineering
Publisher: Springer Netherlands
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- Ant systems are flexible to implement and give possibility to scale because they are based on multi agent cooperation. The aim of this publications is to show the universal character of that solution and potentiality to implement it in wide areas of applications. The increase of demand for effective methods of big document collections management is sufficient stimulus to place the research on the new application of ant based systems in the area of text document processing. The author will define the ACO (Ant Colony Optimization) meta-heuristic, which was the basis of method developed by him. Presentation of the details of the ant based documents clustering method will be the main part of publication.