Chaos, Solitons and Fractals 128 (2019) 390–401
Contents lists available at ScienceDirect
Chaos, Solitons and Fractals
Nonlinear Science, and Nonequilibrium and Complex Phenomena
journal homepage: www.elsevier.com/locate/chaos
Frontiers
Chaotic dynamics and chaos control for the fractional-order
geomagnetic field model
A. Al-khedhairi
a
, A.E. Matouk
b,c
, I. Khan
d,∗
a
Department of Statistics and Operations Researches, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
b
Department of Mathematics, College of Science Al-Zulfi, Majmaah University, Al-Majmaah, 11952, Saudi Arabia
c
College of Engineering, Majmaah University, Al-Majmaah 11952, Saudi Arabia
d
Faculty of Mathematics and Statistics, Ton Duc Thang University, Ho Chi Minh City, Vietnam
a r t i c l e i n f o
Article history:
Received 19 April 2019
Revised 11 July 2019
Accepted 11 July 2019
Keywords:
Fractional-order geomagnetic field model
Continuous dependence on initial
conditions
Chaos
Novel linear control scheme
ABC
a b s t r a c t
Fractional-order Geomagnetic Field model is considered in this work. A sufficient condition is used to
prove that the solution of the fractional-order Geomagnetic Field model exists and is unique in a specific
region. Conditions for continuous dependence on initial conditions in our model are discussed. In addi-
tion, the conditions of local stability of the model’s five equilibrium points are obtained. Chaotic attrac-
tors are shown to exist in the proposed fractional model. Also, Lyapunov exponents of the fractional-order
Geomagnetic Field model are calculated and computations of Lyapunov spectrum as functions of all the
model’s parameters and fractional-order are performed. Moreover, a novel linear control technique based
on Lyapunov stability theory is introduced here to stabilize the chaotic states of the fractional-order Geo-
magnetic Field model to its five equilibrium points. Finally, to verify the validity of our theoretical results
and the effectiveness of the control scheme, numerical simulations based on the Atangana–Baleanu frac-
tional integral in Caputo-sense are done to produce the chaotic attractors.
© 2019 Elsevier Ltd. All rights reserved.
1. Introduction
Fractional-order calculus is considered to be the extension of
classical integer-order differential systems. Therefore, it is mainly
related with applications involving derivatives and integrals of
non-integer order [1–8]. In fact, fractional modeling enables re-
searchers to achieve higher degrees of freedom and more realis-
tic description of the physical phenomenon. It therefore becomes a
focal topic in many fields [9–20].
There are many potential definitions of the fractional deriva-
tives. Among of them, the Riemann–Liouville (RL) fractional
derivative [3], the Caputo (C) fractional derivative [1], the
Caputo–Fabrizio (CF) fractional derivative [21–24], the Atangana–
Baleanu (AB) fractional derivative [6,8,25], the Yang–Srivastava-
Machado (YSM) fractional derivative [26,27], the Yang–Gao–
Machado–Baleanu (YGMB) fractional derivative [28,29] and the
Yang–Machado (YM) fractional derivatives of variable order [30].
Furthermore, the Yang local fractional derivative was developed
∗
Corresponding author.
E-mail addresses: ae.mohamed@mu.edu.sa (A.E. Matouk), ilyaskhan@tdtu.edu.vn
(I. Khan).
for solving nonlinear local fractional PDEs [31,32]. Moreover, there
are general fractional calculus operators involving special functions
which were reported in [33–39]. If the fractional-order derivative
involves integration then it has non-local operator which implies
that the future dynamics of the fractional model also depends on
its history states; For example the RL, C and AB fractional deriva-
tives have non-local operators. Thus, non-local operators are better
candidate to handle complex dynamics of the physical phenom-
ena and they are sorted according to their kernels. The RL and
C fractional operators have singular kernels. However, the AB and
YGMB operators have non-singular kernels. In [34], Yang used frac-
tional operators with non-singular power-law kernels to study new
rheological problems. In heat transfer problems [36], Feng applied
fractional operator with non-singular power-law kernel to describe
anomalous diffusion phenomena. Also, the fractional operator with
the decay exponential kernel was applied by Yang et al. to investi-
gate anomalous diffusion equations [37].
The classical Caputo definition [1], is described as
D
α
φ (t ) = I
k−α
φ
(k)
(t ), I
ν
ψ (t ) =
t
0
(t − σ )
ν−1
ψ (σ )dσ
/Ŵ(ν ),
(1)
https://doi.org/10.1016/j.chaos.2019.07.019
0960-0779/© 2019 Elsevier Ltd. All rights reserved.