Operations Research Letters 36 (2008) 696–699
Contents lists available at ScienceDirect
Operations Research Letters
journal homepage: www.elsevier.com/locate/orl
Equilibrium balking strategies in the observable single-server queue with
breakdowns and repairs
Antonis Economou
∗
, Spyridoula Kanta
University of Athens, Greece
article info
Article history:
Received 24 April 2008
Accepted 27 June 2008
Available online 18 July 2008
Keywords:
Queueing
Balking
Unreliable server
Equilibrium strategies
Partial information
abstract
We consider the Markovian single-server queue that alternates between on and off periods. Upon
arriving, the customers observe the queue length and decide whether to join or balk. We derive
equilibrium threshold balking strategies in two cases, according to the information for the server’s state.
© 2008 Elsevier B.V. All rights reserved.
1. Introduction
During the last few decades, there has been an emerging
interest in the economic analysis of queueing systems. These ideas
go back at least to the pioneering works of Naor [8] and Edelson
and Hildebrand [2]. In such an economic analysis, the customers
are allowed to take their own decisions and therefore the system
can be modeled as a game among the customers. The fundamental
problem is to identify the Nash equilibria. For an introduction to
this area see [5].
A significant part of the literature in the game theoretic analysis
of queueing systems is devoted to two-dimensional Markov
models (see e.g. [3,4,1]). In such models, the state of the system
is represented by two variables that correspond to the number
of customers and some additional information. The analysis of
systems with general service times is very involved (see e.g. the
analysis of the M/G/1 queue in [7,6]). Hence, the analysis of two-
dimensional systems is limited to the Markovian case in almost all
of the relevant papers.
In the present paper we consider the Markovian single-server
queue with an unreliable server. The customers observe the queue
length and then decide whether to join or balk. We consider
separately two information cases and we identify the (Nash)
equilibrium balking strategies.
∗
Corresponding address: University of Athens, Department of Mathematics,
Section of Statistics and Operations Research, Panepistemioupolis, Athens 15784,
Greece.
E-mail addresses: aeconom@math.uoa.gr (A. Economou), spkanta@math.uoa.gr
(S. Kanta).
The paper is organized as follows. In Section 2, we describe
the model and the decision structure. In Section 3, we identify
the equilibrium strategies. Finally, in Section 4, we discuss some
qualitative implications and we point to possible generalizations.
2. The model
We consider the single-server queue with an infinite waiting
room, subject to a Poisson arrival process with rate λ. We assume
that the service times are exponentially distributed with rate μ.
The server alternates between on and off periods that are also
exponentially distributed at rates ζ and θ respectively.
We represent the state of the system at time t by a pair
(N (t ), I (t )), where N (t ) and I (t ) denote the number of customers
and the state of the server (0: off, 1: on) respectively. The process
{(N (t ), I (t )) : t ≥ 0} is a continuous time Markov chain with non-
zero transition rates given by
q
(n,i)(n+1,i)
= λ, n = 0, 1, 2,... and i = 0, 1
q
(n,1)(n−1,1)
= μ, n = 1, 2, 3,...
q
(n,0)(n,1)
= θ, n = 0, 1, 2,...
q
(n,1)(n,0)
= ζ, n = 0, 1, 2, ....
We assume that the customers are allowed to decide whether
to join or balk upon their arrival. Every customer receives a reward
of R units for completing service. Moreover, there exists a waiting
cost of C units per time unit that is continuously accumulated from
the time that she/he arrives at the system till the time she/he leaves
after being served. Customers want to maximize their expected net
benefit. Their decisions are taken only at their arrival instants and
they are irrevocable in the sense that retrials of balking customers
and reneging of entering customers are not allowed.
0167-6377/$ – see front matter © 2008 Elsevier B.V. All rights reserved.
doi:10.1016/j.orl.2008.06.006