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- Title
COST-REVENUE ANALYSIS AND ANFIS COMPUTING OF HETEROGENEOUS QUEUING MODEL WITH A SECOND OPTIONAL SERVICE WITH FEEDBACK UNDER HYBRID VACATION.
- Authors
K., DIVYA; K., INDHIRA
- Abstract
This research article examines an M/M/2 heterogeneous queueing model that provides two services: a mandatory first essential service (FES) and an optional second optional service (SOS). The model incorporates breakdown, feedback, and a hybrid vacation policy. Matrix expressions are structured to evaluate the stationary probability distribution of the number of customers in the system and system performance measures using the matrix-geometric approach (MGA). Additionally, formulas are being developed to estimate the model's performance indicators. The cost function is being evaluated to determine the best values of the system's decision variables, and an adaptive neural fuzzy inference system (ANFIS) based on soft computing technology is being utilized to validate the obtained results.
- Subjects
MARKOV spectrum; SOFT computing
- Publication
Reliability: Theory & Applications, 2023, Vol 18, Issue 3, p176
- ISSN
1932-2321
- Publication type
Article