<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Compact difference scheme for semi-linear delayed diffusion wave equation with fractional order in time</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Ahmed S. Hendy</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>ahmed.hendy@fsc.bu.edu.eg</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>- Department of Mathematics, Benha University (Benha, Egypt) 3 - Krasovskii Institute of Mathematics and Mechanics</institution>
          ,
          <addr-line>Yekaterinburg</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>- Institute of Natural Sciences and Mathematics, Ural Federal University</institution>
          ,
          <addr-line>Yekaterinburg</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Copyright c by the paper's authors. Copying permitted for private and academic purposes. In: A.A. Makhnev, S.F. Pravdin (eds.): Proceedings of the International Youth School-conference 3⁄4SoProMat-2017¿</institution>
          ,
          <addr-line>Yekaterinburg, Russia, 06-Feb-2017, published at</addr-line>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Vladimir G. Pimenov</institution>
        </aff>
      </contrib-group>
      <fpage>325</fpage>
      <lpage>333</lpage>
      <abstract>
        <p>A compact difference scheme for a class of non-linear fractional diffusion-wave equations with fixed time delay is considered. Analysis of the constructed difference scheme is done in L1-norm by means of the discrete energy method. A numerical test example is introduced to illustrate the accuracy and efficiency of the proposed method.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>diffusion equations with a fixed time delay [11]. A linearized compact finite difference scheme was presented for
the semi-linear fractional delay convection-reaction–diffusion equation in [23]. The authors of the manuscript at
hand, recently proposed a difference scheme for a class of non-linear delay distributed order fractional diffusion
equations in [17]. As an extension to this contribution and depending on Sun ’s work [20], we seek to derive a
compact linear difference scheme to solve numerically FDWE effected with a non-linear delayed source function,
more specific we consider
= K
+ f (x; t; u(x; t); u(x; t s)); t &gt; 0; 0
x</p>
      <p>L;
with the following initial and boundary conditions
u(x; t) = r~(x; t); 0
x</p>
      <p>L; t 2 [ s; 0];
u(0; t) = 0(t); u(L; t) = L(t); t &gt; 0;
= ~(x) = lim
t! 0
;
where s &gt; 0 is the delay parameter, K is a positive constant. The fractional derivative of order 1 &lt; 2 is
defined in Caputo sense.</p>
      <p>In order to transform (1) to a system with zero Dirichlet boundary conditions, we define h(x; t) := 0(t) +
Lx ( L(t) 0(t)) and introduce the new function v(x; t) = u(x; t) h(x; t). Hence, we have
= K
+ f (x; t; v(x; t); v(x; t s)); t &gt; 0; 0
x</p>
      <p>L;
with the following initial and boundary conditions
v(x; t) = r(x; t); 0
x</p>
      <p>L; t 2 [ s; 0];
v(0; t) = v(L; t) = 0; t &gt; 0:
= (x) = lim
t! 0
;</p>
      <p>We need to overcome two degrees of complexity; how to employ a suitable approximation of the time fractional
derivative on the one hand, and how to approximate the non linear delay source function linearly on the other,
in order to obtain a numerical solution for (2). Throughout this work and by the aid of [23], we suppose that the
function f (x; t; ; v) and the solution u(x; t) of (2) are sufficiently smooth in the following sense:
Let m be an integer satisfying ms T &lt; (m + 1)s, define Ir = (rs; (r + 1)s), for r =
Im = (ms; T ), I = Sqm= 1 Iq and assume that u(x; t) 2 C(6;3) ([0; L] [0; T ]),
1; 0; : : : ; m
1,
The partial derivatives f (x; t; ; v) and fv(x; t; ; v) are continuous in the 0-neighborhood of the solution.
Define
c1 =
c2 =</p>
      <p>sup
0&lt;x&lt;L; 0&lt;t T
j 1j 0;j 2j 0</p>
      <p>max
0&lt;x&lt;L; 0&lt;t T
j 1j 0;j 2j 0
jf (x; t; u(x; t) + 1; u(x; t s) + 2)j ;
jfv(x; t; u(x; t) + 1; u(x; t s) + 2)j :
The structure of this paper is arranged as: a derivation of the linear difference scheme is done in the following
section. Next, in the third section, the solvability, convergence and stability for the difference scheme are carried
out. In the fourth section, numerical examples are given to illustrate the accuracy of the presented scheme and
to support our theoretical results.
2</p>
      <p>Construction of the difference scheme
A numerical solution based on the Crank-Nicholson method is derived. Before we continue, some further notations
are fixed. Take two positive integers M and n, let h = ML ; = ns and denote xi = i h for i = 0; : : : ; M ; tk = k and
tk 1=2 = k 12 = 12 (tk +tk 1), for k = n; : : : ; N , where N = T . Using the points xi in space and tk in time
we cover the space-time domain by h = h , where h = fxi j 0 i M g and = ftk j n k N g.
(1a)
(1b)
(1c)
(2a)
(2b)
(2c)
(3a)
(3b)
Let W = w : h ! R j w(xi; tk) = Wik; i = 0; 1; : : : ; M ; k =
h . For w 2 W, we define Wik 1=2 := 12 Wik + Wik 1 .</p>
      <p>Lemma 1. Let q(x) 2 C6([xi 1; xi+1]), then
n; n + 1; : : : ; N
be a grid function space on
where !i 2 (xi 1; xi+1):[25]</p>
      <p>In [20], an approximation for the time Caputo fractional derivative at tk 1=2 with 1 &lt;</p>
      <p>
        h12 (q(xi 1) 2q(xi) + q(xi+1)) = 2h440 q(
        <xref ref-type="bibr" rid="ref3">6</xref>
        )(!i);
      </p>
      <p>1
=
0
bk j) tVi
&lt; 2 was given:
1
where (x) is defined in (2b),
jrkj</p>
      <p>bk = 2
(3
1
)
2
2
(k + 1)2
k2
;
=
(2</p>
      <p>);
and for any function v : [0; L] [ s; +1) ! R one denotes v(xi; tj) = Vij for i 2 N, j 2 Z and defines
xVik 1=2 = h1 Vik Vik 1 ; x2Vik = h12 Vik+1 2Vik + Vik 1 : (4e)
We are now in a position to apply and combine the above, that is (4), to (2a) at the points (xi; tk 1=2); and
arrive at
2 0</p>
      <p>1
4
bk j 1
bk j tVi
such that i = 0; : : : ; M; k = 1; : : : ; N:</p>
      <p>Lemma 2. For g = (g0; g1; : : : ; gM ); let the linear operator A be defined as</p>
      <p>1
Agi = 12 (gi 1 + 10gi + gi+1); 1
i</p>
      <p>M</p>
      <p>
        1:
s)); (
        <xref ref-type="bibr" rid="ref2">5</xref>
        )
(4a)
(4b)
(4c)
(4d)
Then, we obtain
2 0
      </p>
      <p>1
A 4
where
k 1
X
j=1</p>
      <p>
        13
= K x2Vik 1=2 + Af xi; tk 1=2; 32 Vik 1 + 1 V k 2; 1 V k n 1 + 1 V k n
2 i 2 i 2 i
+ Rik 1=2; (
        <xref ref-type="bibr" rid="ref3">6</xref>
        )
Rik 1=2
      </p>
      <p>C
3
+ h4 ; 1
i</p>
      <p>M
1; 1
k</p>
      <p>N:</p>
      <p>
        (
        <xref ref-type="bibr" rid="ref4">7</xref>
        )
      </p>
      <p>
        Proof. By using the following Taylor expansions
in (
        <xref ref-type="bibr" rid="ref2">5</xref>
        ) we obtain
2 0
      </p>
      <p>1
4</p>
      <p>
        2 ;
s) = 12 Vik n + 21 Vik n 1 + O
so applying A to (
        <xref ref-type="bibr" rid="ref5">8</xref>
        ) we arrive at, using (4e),
2 0
      </p>
      <p>1
+
where we used the continuity of the derivatives of f in its third and fourth component when letting
According to Lemma 1, we have
! 0.</p>
      <p>h4 @6v
= x2Vik + 240 @x6 ik; tk ;
k
i 2 (xi 1; xi+1);
1</p>
      <p>3
= K2 x2 Vik + Vik 1 + Af xi; tk 1=2; 23 Vik 1
1 V k 2; 1 V k n + 1 V k n 1 ;
2 i 2 i 2 i
as v(x; t) 2 C(6;3)([0; L] [0; T ]). Define Rik 1=2 = Ark + O h4 + O
achieved and the proof is complete.</p>
      <p>
        The final form of our difference scheme is obtained by neglecting Rik 1=2 and replacing Vik with vik in (
        <xref ref-type="bibr" rid="ref3">6</xref>
        )
2 , then from (4c), the estimate (
        <xref ref-type="bibr" rid="ref4">7</xref>
        ) is
2 0
      </p>
      <p>1</p>
      <p>N; and supplying appropriate initial and boundary conditions
= K x2vik 1=2 + Af xi; tk 1=2; 32 vik 1</p>
      <p>21 vik 2; 21 vik n 1 + 12 vik n ; (9a)
v0k = 0(tk); vMk = L(tk); 1
vik = r(xi; tk); 0
i</p>
      <p>M;</p>
      <p>k
n k</p>
      <p>N;
0:
(9b)
(9c)
Recall that v(xi; tk) = Vik and vik is the solution of the difference scheme, hoping to have v(xi; tk) vik, we
discuss in the next section ik := jVik vikj.</p>
      <p>We now prove that our difference scheme admits a unique solution. Next, we show that the obtained solution
solves (2).</p>
      <p>
        Theorem 1. (Solvability). The difference scheme (
        <xref ref-type="bibr" rid="ref6">9</xref>
        ) is uniquely solvable.
Proof. We can arrange the system (
        <xref ref-type="bibr" rid="ref6">9</xref>
        ) as follows
1 b0
12
bk j)vij
12 vik 2; 21 vik+1 n + 12 vik n ; (
        <xref ref-type="bibr" rid="ref7">10</xref>
        )
or written in a more concise form
      </p>
      <p>Avk = 'k(vk 1; vk 1; : : : ; v n):
Now, we introduce the uniqueness, stability and convergence theorems in L1-norm using the discrete energy
method for the proposed difference scheme.</p>
      <p>The spatial domain [0; L] is covered by h = fxi j 0 i M; g and let Vh = fv j v = (v0; : : : ; vM ); v0 = vM =
0g be a grid function space on h. For any u; v 2 Vh; define the discrete inner products and corresponding norms
as
and denote
According to [25], the following inequalities are fulfilled</p>
      <p>M 1 M
hu; vi = h X uivi; h xu; xvi = h X( xui 1=2)( xvi 1=2);</p>
      <p>i=1 i=1
h x2u; vi =
h xu; xvi;
xui =
(ui</p>
      <p>ui 1);
kuk = phu; ui; juj1 = ph xu; xui;
kuk1 = max juj;</p>
      <p>0 i M
1
h
uv M
jvj1 = tuh X( xvi)2;
i=1</p>
      <p>uv M 1
k xvk1 = tuh X ( x2vi)2:
2</p>
      <p>i=1
kuk1
pL
2 juj1;
kuk</p>
      <p>L
p6 juj1:
For the analysis of the difference scheme, we will use the following lemmas:</p>
      <p>Lemma 3. Let v 2 Vh; we have k x2vk h2 jvj1.</p>
      <p>Lemma 4. [18] Let v 2 Vh and v0 = vM = 0: Then, we have kvk1
Lemma 5. [20] For any G = fG1; G2; G3; : : :g and , we obtain
p
2L jvj1.</p>
      <p>
        (
        <xref ref-type="bibr" rid="ref8">11</xref>
        )
m "
X b0 Gk
k=1
k 1
X(bkl j 1
j=1
bkl j)Gj
b l
k 1
#
      </p>
      <p>Gk</p>
      <p>t1m l
2(2
l)
m
X G2k
k=1</p>
      <p>t2m l
2(2
l)</p>
      <p>2:
then if
one has that</p>
      <p>Lemma 6. Gronwall inequality [25]. Suppose that fF k j k 0g is a nonnegative sequence and satisfies
F k+1 A + B Plk=1 F l, k 0, for some nonnegative constants A and B. Then F k+1 A exp(Bk ).</p>
      <p>
        Theorem 2. (Convergence). Let v(x; t) 2 [0; L] [ s; T ]; be the solution of (2) such that v(xi; tk) = Vik and
vik (0 i M; n k N ) be the solution of the difference scheme (
        <xref ref-type="bibr" rid="ref6">9</xref>
        ), denote eik = Vik vik, for 0 i M ,
n k N ,
      </p>
      <p>C =
r 3L
8 K
exp
=
+ f (x; t; u(x; t); u(x; t s)); t 2 (0; 1); 0 &lt; x &lt; ;
(15a)</p>
      <p>N; and supplied by appropriate initial and boundary conditions
z0k = 0(tk); zMk = L(tk); 1
zik = r(xi; tk) + ik; 0
i</p>
      <p>M;
k</p>
      <p>N;
n
k
0;
where ik is the perturbation of (xi; tk).</p>
      <p>Following the same steps as in the proof of the convergence theorem, the stability of the scheme is obtained.
Theorem 3. (Stability). Let ik = zik vik, for 0 i M; n k N: Then there exist some arbitrary
positive constants c4; c5; h0; 0 which fulfill</p>
      <p>k
k k1
c4p</p>
      <p>k ; 0
k k
k</p>
      <p>N;</p>
      <p>uv M 1
k kk = tuh X ( ik)2;
i=1
conditioned by
f (x; t; u(x; t); u(x; t s)) = sin(x) (t3 + 2t + 4) +
with the following initial and boundary conditions
(4) t3
)
u(x; t
s) + sin(x)((t
u(x; t) = (t3 + 2t + 4) sin(x);
0
x
; t 2 [ s; 0);</p>
      <p>s &gt; 0;
u(0; t) = u( ; t) = 0; t 2 [0; 1]:</p>
      <p>u(x; t) = (t3 + 2t + 4) sin(x):
The exact solution of this problem is
Results are presented in Tables (1) - (2) (time) and Table 3 (space). From these numerical results, we can see a
good agreement between theoretical and numerical results.</p>
    </sec>
    <sec id="sec-2">
      <title>Acknowledgements References</title>
      <p>
        This work was supported by Government of the Russian Federation Resolution N 211 of March 16, 2013.
[1] E. A. Abdel-Rehim, A. M. A. El-Sayed and A. S. Hashem. Simulation of the approximate solutions of the
time-fractional multi-term wave equations. Computers and Mathematics with Applications, 73(
        <xref ref-type="bibr" rid="ref3">6</xref>
        ):1134–1154,
2017.
1
110
210
410
810
160
1
320
1
410
810
160
1
320
1
640
[2] O. P. Agrawal. A general solution for a fourth-order fractional diffusion wave equation defined in a bounded
domain. Computers and Structures, 79(16):1497–1501, 2001.
[4] J. Batzel and F. Kappel. Time delay in physiological systems: Analyzing and modeling its impact.
      </p>
      <p>Mathematical Biosciences, 234(2):61–74, Dec 2011.
[13] Z. Jackiewicz, H. Liu, B. Li and Y. Kuang. Numerical simulations of traveling wave solutions in a drift
paradox inspired diffusive delay population model. Mathematics and Computers in Simulation, 96:95–103,
2014.
[14] Y. Kian and M. Yamamoto. On existence and uniqueness of solutions for semilinear fractional wave
equations. Fractional Calculus and Applied Analysis, 20(1):117–138, Jan 2017.
[15] P. Liu. Periodic solutions in an epidemic model with diffusion and delay.</p>
      <p>Computation, 265:275–291, 2015.</p>
      <p>Applied Mathematics and
[16] R. R. Nigmatullin. The realization of the generalized transfer equation in a medium with fractal geometry.</p>
      <p>Physica status solidi (b), 133(1):425–430, Jan 1986.
[17] V. G. Pimenov, A. S. Hendy and R. H. De Staelen. On a class of non-linear delay distributed order fractional
diffusion equations. Journal of Computational and Applied Mathematics, 318:433–443, 2017.
[18] A. A. Samarskii and V. B. Andreev. Finite difference methods for elliptic equations. Nauka, Moscow, 1976.
(in Russian) = А.А. Самарский, В.Б. Андреев. Разностные методы для эллиптических уравнений.
Наука, Москва, 1976.
[19] J. Shi and R. Shivaji. Persistence in reaction diffusion models with weak allee effect. Journal of Mathematical</p>
      <p>
        Biology, 52(
        <xref ref-type="bibr" rid="ref3">6</xref>
        ):807–829, Jun 2006.
[20] Z. Sun and X. Wu. A fully discrete difference scheme for a diffusion-wave system. Applied Numerical
      </p>
      <p>Mathematics, 56(2):193–209, Feb 2006.
[21] Z. Wang and S. Vong. Compact difference schemes for the modified anomalous fractional sub-diffusion
equation and the fractional diffusion-wave equation. Journal of Computational Physics, 277:1–15, 2014.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>K.</given-names>
            <surname>Burrage</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Cardone</surname>
          </string-name>
          ,
          <string-name>
            <surname>R. D'Ambrosio</surname>
            and
            <given-names>B.</given-names>
          </string-name>
          <string-name>
            <surname>Paternoster</surname>
          </string-name>
          .
          <article-title>Numerical solution of time fractional diffusion systems</article-title>
          .
          <source>Applied Numerical Mathematics</source>
          ,
          <volume>116</volume>
          :
          <fpage>82</fpage>
          -
          <lpage>94</lpage>
          ,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>R. V.</given-names>
            <surname>Culshaw</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Ruan</surname>
          </string-name>
          and
          <string-name>
            <given-names>G.</given-names>
            <surname>Webb</surname>
          </string-name>
          .
          <article-title>A mathematical model of cell-to-cell spread of HIV-1 that includes a time delay</article-title>
          .
          <source>J. Math. Biol.</source>
          ,
          <volume>46</volume>
          (
          <issue>5</issue>
          ):
          <fpage>425</fpage>
          -
          <lpage>444</lpage>
          , May
          <year>2003</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>L.</given-names>
            <surname>Chang</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Sun</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z.</given-names>
            <surname>Wang</surname>
          </string-name>
          and
          <string-name>
            <given-names>Z.</given-names>
            <surname>Jin</surname>
          </string-name>
          .
          <article-title>Rich dynamics in a spatial predator-prey model with delay</article-title>
          .
          <source>Applied Mathematics and Computation</source>
          ,
          <volume>256</volume>
          :
          <fpage>540</fpage>
          -
          <lpage>550</lpage>
          ,
          <year>2015</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>P.</given-names>
            <surname>Chen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>X.</given-names>
            <surname>Zhang</surname>
          </string-name>
          and
          <string-name>
            <given-names>Y.</given-names>
            <surname>Li</surname>
          </string-name>
          .
          <article-title>Study on fractional non-autonomous evolution equations with delay</article-title>
          .
          <source>Mathematics with Applications</source>
          ,
          <volume>73</volume>
          (
          <issue>5</issue>
          ):
          <fpage>794</fpage>
          -
          <lpage>803</lpage>
          ,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>R.</given-names>
            <surname>Du</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W. R.</given-names>
            <surname>Cao</surname>
          </string-name>
          and
          <string-name>
            <given-names>Z. Z.</given-names>
            <surname>Sun</surname>
          </string-name>
          .
          <article-title>A compact difference scheme for the fractional diffusion-wave equation</article-title>
          .
          <source>Applied Mathematical Modelling</source>
          ,
          <volume>34</volume>
          (
          <issue>10</issue>
          ):
          <fpage>2998</fpage>
          -
          <lpage>3007</lpage>
          ,
          <year>2010</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [9]
          <string-name>
            <given-names>M.</given-names>
            <surname>Dehghan</surname>
          </string-name>
          and
          <string-name>
            <given-names>R.</given-names>
            <surname>Salehi</surname>
          </string-name>
          .
          <article-title>Solution of a nonlinear time-delay model in biology via semi-analytical approaches</article-title>
          .
          <source>Computer Physics Communications</source>
          ,
          <volume>181</volume>
          :
          <fpage>1255</fpage>
          -
          <lpage>1265</lpage>
          ,
          <year>2010</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>R.</given-names>
            <surname>Gorenflo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y.</given-names>
            <surname>Luchko</surname>
          </string-name>
          and
          <string-name>
            <given-names>F.</given-names>
            <surname>Mainardi</surname>
          </string-name>
          .
          <article-title>Wright functions as scale-invariant solutions of the diffusion-wave equation</article-title>
          .
          <source>Journal of Computational and Applied Mathematics</source>
          ,
          <volume>118</volume>
          (
          <issue>1</issue>
          ):
          <fpage>175</fpage>
          -
          <lpage>191</lpage>
          ,
          <year>2000</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [11]
          <string-name>
            <given-names>Z.</given-names>
            <surname>Hao</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Fan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W.</given-names>
            <surname>Cao</surname>
          </string-name>
          and
          <string-name>
            <given-names>Z.</given-names>
            <surname>Sun</surname>
          </string-name>
          .
          <article-title>A finite difference scheme for semilinear space-fractional diffusion equations with time delay</article-title>
          .
          <source>Applied Mathematics and Computation</source>
          ,
          <volume>275</volume>
          :
          <fpage>238</fpage>
          -
          <lpage>254</lpage>
          ,
          <year>2016</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [12]
          <string-name>
            <given-names>A.S.</given-names>
            <surname>Hendy</surname>
          </string-name>
          ,
          <string-name>
            <surname>R.H. De Staelen</surname>
            ,
            <given-names>V.G.</given-names>
          </string-name>
          <string-name>
            <surname>Pimenov</surname>
          </string-name>
          .
          <article-title>A semi-linear delayed diffusion-wave system with distributed order in time</article-title>
          .
          <source>Numer Algor, doi:10.1007/s11075-017-0344-7</source>
          ,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [22]
          <string-name>
            <given-names>J. Y.</given-names>
            <surname>Yang</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. F.</given-names>
            <surname>Huang</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. M.</given-names>
            <surname>Liang</surname>
          </string-name>
          and
          <string-name>
            <given-names>Y. F.</given-names>
            <surname>Tang</surname>
          </string-name>
          .
          <article-title>Numerical solution of fractional diffusion-wave equation based on fractional multistep method</article-title>
          .
          <source>Applied Mathematical Modelling</source>
          ,
          <volume>38</volume>
          (
          <issue>14</issue>
          ):
          <fpage>3652</fpage>
          -
          <lpage>3661</lpage>
          ,
          <year>2014</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [23]
          <string-name>
            <given-names>Q.</given-names>
            <surname>Zhang</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Ran</surname>
          </string-name>
          and
          <string-name>
            <given-names>D.</given-names>
            <surname>Xu</surname>
          </string-name>
          .
          <article-title>Analysis of the compact difference scheme for the semilinear fractional partial differential equation with time delay</article-title>
          .
          <source>Applicable Analysis</source>
          ,
          <fpage>1</fpage>
          -
          <lpage>18</lpage>
          ,
          <year>Jun 2016</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [24]
          <string-name>
            <given-names>W.</given-names>
            <surname>Zhang</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Li</surname>
          </string-name>
          and
          <string-name>
            <given-names>Y.</given-names>
            <surname>Yang</surname>
          </string-name>
          .
          <article-title>A fractional diffusion-wave equation with non-local regularization for image denoising</article-title>
          .
          <source>Signal Processing</source>
          ,
          <volume>103</volume>
          :
          <fpage>6</fpage>
          -
          <lpage>15</lpage>
          ,
          <year>2014</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [25]
          <string-name>
            <given-names>Z. B.</given-names>
            <surname>Zhang</surname>
          </string-name>
          and
          <string-name>
            <given-names>Z. Z.</given-names>
            <surname>Sun</surname>
          </string-name>
          .
          <article-title>A linearized compact difference scheme for a class of nonlinear delay partial differential equations</article-title>
          .
          <source>Applied Mathematical Modelling</source>
          ,
          <volume>37</volume>
          :
          <fpage>742</fpage>
          -
          <lpage>752</lpage>
          ,
          <year>2013</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [26]
          <string-name>
            <given-names>M.</given-names>
            <surname>Zheng</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Liu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Q.</given-names>
            <surname>Liu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Burrage</surname>
          </string-name>
          and
          <string-name>
            <given-names>M.</given-names>
            <surname>Simpson</surname>
          </string-name>
          .
          <article-title>Numerical solution of the time fractional reactiondiffusion equation with a moving boundary</article-title>
          .
          <source>Journal of Computational Physics</source>
          ,
          <volume>338</volume>
          :
          <fpage>493</fpage>
          -
          <lpage>510</lpage>
          ,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>