 Transient analysis and ANFIS computing of unreliable single server queueing model with multiple stage service and functioning vacationAnjali Ahuja, Anamika Jain and Madhu Jain Mathematics and Computers in Simulation (MATCOM), 2022, vol. 192, issue C, 464-490 Abstract: A single server Markovian queueing system with multiple stage service and functioning vacation is examined where server is prone to breakdown in both busy period and vacation period. The service is provided in ‘M’ stages and all ‘M’ stages are essential for every job to finish the entire service process. The service provider can go for vacation only after the completion of the Mth stage of service of an individual customer. Runge–Kutta technique is employed for working out the transient probabilities of various states and performance indices of Markov model. A numerical experiment is carried out to investigate the sensitivity and associated cost of the system. The comparison of neuro-fuzzy results obtained by implementing a technique called ‘Adaptive neuro-fuzzy interface system (ANFIS)’ and the results obtained using Runge–Kutta method is carried out for validation purposes. Keywords: Breakdown; Multi-stage services; Functioning vacation; Adaptive neuro-fuzzy interface system (search for similar items in EconPapers) Downloads: (external link) Related works: Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:192:y:2022:i:c:p:464-490 DOI: 10.1016/j.matcom.2021.09.011 Access Statistics for this article Mathematics and Computers in Simulation (MATCOM) is currently edited by Robert Beauwens More articles in Mathematics and Computers in Simulation (MATCOM) from Elsevier |
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