On retrial queue with customer balking and feedback subject to server breakdowns
Motivated by some real stochastic service systems, we study a feedback retrial queue with customer balking and unreliable servers (servers subject to breakdowns). A customer will either join a retrial orbit or balk if all servers are busy upon his arrival. After a service completion, the customer ei...
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Published in | Communications in statistics. Theory and methods Vol. 51; no. 17; pp. 6049 - 6063 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Philadelphia
Taylor & Francis
02.09.2022
Taylor & Francis Ltd |
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Online Access | Get full text |
ISSN | 0361-0926 1532-415X |
DOI | 10.1080/03610926.2020.1852432 |
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Abstract | Motivated by some real stochastic service systems, we study a feedback retrial queue with customer balking and unreliable servers (servers subject to breakdowns). A customer will either join a retrial orbit or balk if all servers are busy upon his arrival. After a service completion, the customer either leave the system or enter the retrial group again for additional service. The customer who is interrupted by the server failure will be served by another server if available; otherwise, he will be contacted later and treated as leaving the system. We use a quasi-birth-and-death process to analyze this system with almost all possible uncertain factors and derive major performance measures of the system. We also develop a cost function determining the optimal parameter settings of the system under the stability condition. Probabilistic Global Search Lausanne approach is employed in solving the optimization issue. The effects of parameters on performance measures of the system are examined numerically. Finally, we discuss the application of the model in the telephone medical consulting service system. |
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AbstractList | Motivated by some real stochastic service systems, we study a feedback retrial queue with customer balking and unreliable servers (servers subject to breakdowns). A customer will either join a retrial orbit or balk if all servers are busy upon his arrival. After a service completion, the customer either leave the system or enter the retrial group again for additional service. The customer who is interrupted by the server failure will be served by another server if available; otherwise, he will be contacted later and treated as leaving the system. We use a quasi-birth-and-death process to analyze this system with almost all possible uncertain factors and derive major performance measures of the system. We also develop a cost function determining the optimal parameter settings of the system under the stability condition. Probabilistic Global Search Lausanne approach is employed in solving the optimization issue. The effects of parameters on performance measures of the system are examined numerically. Finally, we discuss the application of the model in the telephone medical consulting service system. |
Author | Su, Siping Ke, Jau-Chuan Zhang, Zhe-George Liu, Tzu-Hsin |
Author_xml | – sequence: 1 givenname: Jau-Chuan surname: Ke fullname: Ke, Jau-Chuan organization: Department of Applied Statistics, National Taichung University of Science and Technology – sequence: 2 givenname: Tzu-Hsin surname: Liu fullname: Liu, Tzu-Hsin organization: Department of Finance, Chaoyang University of Technology – sequence: 3 givenname: Siping surname: Su fullname: Su, Siping organization: Department of Decision Sciences, Western Washington University – sequence: 4 givenname: Zhe-George surname: Zhang fullname: Zhang, Zhe-George organization: Beedie School of Business, Simon Fraser University |
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SubjectTerms | Balking Breakdown cost Cost function Customer services Customers Feedback matrix-analytical approach Optimization Parameters Queues retrial queue Servers |
Title | On retrial queue with customer balking and feedback subject to server breakdowns |
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