Nonlinear Dyn (2008) 53: 251–259
DOI 10.1007/s11071-007-9312-4
ORIGINAL PAPER
Exact linearization of one dimensional Itô equations driven
by fBm: Analytical and numerical solutions
Gazanfer Unal · Ali Dinler
Received: 13 November 2006 / Accepted: 9 November 2007 / Published online: 1 December 2007
© Springer Science+Business Media B.V. 2007
Abstract Necessary and sufficient conditions for the
linearization of the one-dimensional Itô stochastic dif-
ferential equations driven by fractional Brownian mo-
tion (fBm) are given. Stochastic integrating factor has
been introduced. A modified Milstein method has been
developed to obtain numerical solutions. Analytical
solutions have been compared with the numerical so-
lutions for linearizable equations.
Keywords Exact linearization · Stochastic
integrating factor · Modified Milstein method
1 Introduction
Fractional Brownian motion (fBm) has been intro-
duced by Kolmogorov to study the turbulence in an in-
compressible fluid flow [11]. Long range dependence
and self-similarity properties of fBm announced itself
in the Nile river level studies of Hurst [9]. The parame-
ter H ∈ (0, 1) which characterizes fBm W
H
t
(t ≥ 0)
is called Hurst parameter. Mandelbrot and van Ness
G. Unal ( )
Faculty of Commerce and Department of Mathematics,
Yeditepe University, Kadikoy, Istanbul, Turkey
e-mail: gazanferunal@gmail.com
A. Dinler
Faculty of Sciences, Istanbul Technical University, Maslak,
Istanbul 34469, Turkey
studied properties of the fBm in [12] (see Appendix
for definition and some properties). They have also
shown that fBm might find an application in finance.
Standard Brownian motion becomes a special case of
the fBm with the Hurst parameter H = 1/2. This prop-
erty alone arises great interest in the literature. In con-
trast with the standard Brownian motion, increments
of W
H
t
(t ≥ 0) are no longer statistically indepen-
dent for nonoverlapping intervals of t . The correlation
function C(s) becomes negative for H ∈ (0, 1/2) and
it is known as antipersistent behavior [12]. This is also
known as intermittency in the study of turbulent fluid
flows [11]. The correlation between the increments of
W
H
t
(t ≥ 0) for nonoverlapping intervals become posi-
tive for H ∈ (1/2, 1). It shows long-range dependence
i.e. it becomes persistent.
We now witness the foot prints of the fBm W
H
t
(t ≥ 0) for H ∈ (1/2, 1) ranging from the characters
of the solar activity to weather derivatives in mathe-
matical finance [14]. An fBm W
H
t
(t ≥ 0) is neither a
semi-martingale nor a Markov process [1]. Therefore,
a new stochastic calculus is needed for its treatment.
Itô calculus for H ∈ (0, 1/2) has been given in [2] and
for H ∈ (1/2, 1) in [1]. Recently, Bender [3] has de-
veloped a new calculus which is valid for H ∈ (0, 1)
(see also [5] for an alternative approach). Therefore,
we rely on Bender’s Itô formula in this paper.
Here, we consider one-dimensional, nonlinear Itô
SDE (Stochastic Differential Equation) of the form