Applied Mathematics and Computation 379 (2020) 125255
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Applied Mathematics and Computation
journal homepage: www.elsevier.com/locate/amc
On a class of birth-death processes with time-varying
intensity functions
Virginia Giorno
a
, Amelia G. Nobile
a,∗
Dipartimento di Informatica, Università degli Studi di Salerno, Via Giovanni Paolo II n. 132, Fisciano (SA) 84084, Italy
a r t i c l e i n f o
Article history:
Received 12 December 2019
Revised 13 March 2020
Accepted 22 March 2020
Available online 13 April 2020
MSC:
60J80
60J28
65C50
Keywords:
Inhomogeneous birth-death chain
Transient distributions
First-passage time densities
Periodic intensity functions
a b s t r a c t
In this paper, we investigate on a class of time-inhomogeneous birth-death chains obtained
by applying the composition method to two time-inhomogeneous double-ended chains.
Then, we consider the corresponding restricted birth-death process, with zero reflecting
boundary. Finally, starting from the restricted process, we construct a time-inhomogeneous
BD chain symmetric with respect to zero-state. We obtain closed form expressions for the
transition probabilities and for the conditional moments; furthermore, the first-passage-
time problem is also taken in consideration. Finally, various numerical computations are
performed for periodic intensity functions.
© 2020 Elsevier Inc. All rights reserved.
1. Introduction and background
Continuous-time birth-death (BD) chains have been extensively used in various fields, such as physics, chemistry, engi-
neering, biology, genetics, ecology, population growth dynamics and queueing systems.
In some instances, unrestricted continuous-time BD chains are taken in account (cf. Conolly [1], Di Crescenzo and Mar-
tinucci [2], Hongler and Parthasarathy [3], Pruitt [4], Tarabia and El-Baz [5]). In particular, double-ended BD chains can be
employed to model several real systems, as the taxi-passenger queue (cf., for instance, Dobbie [6], Sharma and Nair [7], Tara-
bia [8], Conolly et al. [9]). Moreover, BD chains on the nonnegative integers are considered to model the states of molecules
in chemical and physical models (cf., Buonocore et al. [10], Conolly et al. [11]), to describe population growth (see, Crawford
and Suchard [12], Ricciardi [13]), to analyze the evolution of queueing systems (cf., Giorno et al. [14,15], Lenin et al. [16],
Medhi [17], Sharma [18]).
BD chains are also used to model systems subject to various types of disasters (see, Dharmaraja et al. [20], Di Crescenzo
et al. [21], Economou and Fakinos [22,23], Giorno and Nobile [24], Giorno et al. [25], Kapodistria et al. [26]). Moreover,
various diffusion processes have been derived as continuous approximations of BD chains (cf., Abundo [19], Dharmaraja
et al. [20], Di Crescenzo et al. [21,27,28]).
The determination of first-passage time (FPT) probability density function (pdf) and of its moments is of interest in
applications. Unfortunately, closed form solutions for the transition probabilities and for the FPT densities are available
∗
Corresponding author.
E-mail addresses: giorno@unisa.it (V. Giorno), nobile@unisa.it (A.G. Nobile).
https://doi.org/10.1016/j.amc.2020.125255
0096-3003/© 2020 Elsevier Inc. All rights reserved.