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Markovian working vacation queue with imperfect service, balking and retrial.

Authors :
Jain, Madhu
Dhibar, Sibasish
Sanga, Sudeep Singh
Source :
Journal of Ambient Intelligence & Humanized Computing; Apr2022, Vol. 13 Issue 4, p1907-1923, 17p
Publication Year :
2022

Abstract

Markovian queue with working vacation, retrial and impatient customers has been investigated by including the feature of imperfect service during working vacation. If the server is occupied, an incoming customer may either decide to balk from the system or join the retrial orbit following the classical retrial policy. When there is no customer in the system, the server switches over to a working vacation (WV) mode. The customers who enter into the system during working vacation are also served at a slower speed. The probability generating functions (PGFs) are derived for evaluating the distributions of the number of customers in the system and orbit, which are further utilized to derive several performance metrics in closed form. The sensitivity analysis has been done to explore the sensitiveness of various descriptors on the system performance measures. Finally, a cost function is constructed and minimized using quasi-Newton method (QNM) and genetic algorithm (GA). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18685137
Volume :
13
Issue :
4
Database :
Complementary Index
Journal :
Journal of Ambient Intelligence & Humanized Computing
Publication Type :
Academic Journal
Accession number :
155954501
Full Text :
https://doi.org/10.1007/s12652-021-02954-y