ANFIS computing for $MAP/PH/1$ queueing system with server deterioration and recovery under vacation and backup server

We examine a queueing system with vacation in which the service rate deteriorates during the service and recovers the service rate during the vacation. The backup server with less service rate takes the place of the main server during the recovery time. The matrix analytic method is used to analyse...

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Bibliographic Details
Published inMathematics in applied sciences and engineering Vol. 6; no. 2; pp. 138 - 156
Main Authors Somasundaram, Balaraman, Divya, K.
Format Journal Article
LanguageEnglish
Published Western Libraries 01.06.2025
Subjects
ANFIS
Markovian arrival process
matrix analytic method
phase-type distribution
vacation
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ISSN2563-1926
2563-1926
DOI10.5206/mase/21838

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Summary:We examine a queueing system with vacation in which the service rate deteriorates during the service and recovers the service rate during the vacation. The backup server with less service rate takes the place of the main server during the recovery time. The matrix analytic method is used to analyse the system and some performance metrics are obtained. The Adaptive Neuro-Fuzzy Inference System (ANFIS) was utilized to construct various performance measures by developing rules from input datasets. The results and the sensitivity of the model parameters are demonstrated by numerical examples.
ISSN:2563-1926
2563-1926
DOI:10.5206/mase/21838