학술논문

Queues with Simultaneous Arrival of Customers and the Dependence Structure of the Waiting Times
Document Type
Original Paper
Source
Methodology and Computing in Applied Probability. 21(4):1045-1056
Subject
Queueing model
Simultaneous arrival of customers
Waiting time
Abandonment
Reneging
Copula approach
60K25
68M20
Language
English
ISSN
1387-5841
1573-7713
Abstract
We consider a queueing system where some customers decide to simultaneously wait in two queues, rather than in a single queue, to receive their service. In practice, when there exists a number of queues rendering the same service, the customers may tend to simultaneously wait in more than one queue in order to receive the service sooner and thus scale down their waiting time. In this framework, the customers may abandon one of the queues when they are called to receive the service from the other. We treat this situation as customer reneging or abandonment. We study the customer’s waiting time under this model for the cases of independence and dependence of the waiting time random variables of the queues. In conducting this study, a Copula approach is applied to take into account the dependence structure of the waiting time random variables. We compare the numerical results of the dependence with that of the independence.