The Application of a Dendric Cell Algorithm to a Robotic Classifier
Data(s) |
2007
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Resumo |
The dendritic cell algorithm is an immune-inspired technique for processing time-dependant data. Here we propose it as a possible solution for a robotic classification problem. The dendritic cell algorithm is implemented on a real robot and an investigation is performed into the effects of varying the migration threshold median for the cell population. The algorithm performs well on a classification task with very little tuning. Ways of extending the implementation to allow it to be used as a classifier within the field of robotic security are suggested. |
Formato |
application/pdf |
Identificador |
http://eprints.nottingham.ac.uk/666/1/07icaris_bob.pdf Oates, Robert and Greensmith, Julie and Aickelin, Uwe and Garibaldi, Jon and Kendall, Graham (2007) The Application of a Dendric Cell Algorithm to a Robotic Classifier. In: Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS 2007), Santos, Brazil. |
Idioma(s) |
en |
Relação |
http://eprints.nottingham.ac.uk/666/ |
Tipo |
Conference or Workshop Item PeerReviewed |