DocumentCode :
2757906
Title :
Solving incidents in telecommunications using a multi-agent system
Author :
Paolino, Lilyam ; Paggi, Horacio ; Alonso, Fernando ; López, Genoveva
Author_Institution :
Fac. de Ing., Univ. ORT Uruguay, Montevideo, Uruguay
fYear :
2011
fDate :
10-12 July 2011
Firstpage :
303
Lastpage :
308
Abstract :
This article presents the model and implementation of a multiagent fuzzy system (MAFS), to automate the search of solutions of incidents in telecommunications, expressed by the users in an imprecise way and, later, registered in a a knowledge base keeping their original vaguenesses and the relationships between the incidents considered as ancestors and descendants. The process of the fuzzy incidents, no matter their causes, is based on the application of a formula which transforms the intervals of the fuzzy incidents to a computational language and in the interaction between the different kinds of software agents and the humans. To search and suggest solutions of the incident originally stated, a search algorithm is used and illustrated with an example. The preliminary results obtained show the users´ satisfaction, in a great percentage of the presented cases. The system is adaptive and allows to record new solutions for future users.
Keywords :
fuzzy set theory; multi-agent systems; software agents; telecommunication computing; MAFS; computational language; fuzzy incidents; multiagent fuzzy system; search algorithm; software agents; telecommunication incidents; Bandwidth; Encoding; Humans; Logic gates; Manuals; Navigation; incident; multi-agent system; severities; subject of an incident;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligence and Security Informatics (ISI), 2011 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-0082-8
Type :
conf
DOI :
10.1109/ISI.2011.5984102
Filename :
5984102
Link To Document :
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