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Titre
Mathematical model for dynamic case-based planning
Autor(es)
Sujet
Computer Science
Fecha de publicación
2009
Éditeur
Informa UK Limited
Citación
International Journal of Computer Mathematics. Volumen 86 (10-11), pp. 1719-1730. Informa UK Limited.
Resumen
This paper presents a case-based planning and beliefs, desires, intentions (CBP–BDI) planning model which incorporates a novel artificial neural network. The CBP–BDI model, which is integrated within an agent, is the core of a multi-agent system that allows managing the security in industrial environments. The BDI model integrates within a CBP engine of reasoning that incorporates artificial neural network-based techniques, and in this way it is possible to adapt past experiences to generate new plans. The proposed model uses self-organized maps to calculate optimum routes for the security guards. Besides, some technologies of ambient intelligence such as radio-frequency identification and Wi-Fi are used to develop the intelligent environment that has been tested and analysed in this paper.
URI
ISSN
0020-7160(Print)/ 1029-0265(Online)
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