Processing math: 100%
Research article Special Issues

Analysis of some Katugampola fractional differential equations with fractional boundary conditions

  • In this work, some class of the fractional differential equations under fractional boundary conditions with the Katugampola derivative is considered. By proving the Lyapunov-type inequality, there are deduced the conditions for existence, and non-existence of the solutions to the considered boundary problem. Moreover, we present some examples to demonstrate the effectiveness and applications of the new results.

    Citation: Barbara Łupińska, Ewa Schmeidel. Analysis of some Katugampola fractional differential equations with fractional boundary conditions[J]. Mathematical Biosciences and Engineering, 2021, 18(6): 7269-7279. doi: 10.3934/mbe.2021359

    Related Papers:

    [1] Debao Yan . Existence results of fractional differential equations with nonlocal double-integral boundary conditions. Mathematical Biosciences and Engineering, 2023, 20(3): 4437-4454. doi: 10.3934/mbe.2023206
    [2] H. M. Srivastava, Khaled M. Saad, J. F. Gómez-Aguilar, Abdulrhman A. Almadiy . Some new mathematical models of the fractional-order system of human immune against IAV infection. Mathematical Biosciences and Engineering, 2020, 17(5): 4942-4969. doi: 10.3934/mbe.2020268
    [3] Guodong Li, Ying Zhang, Yajuan Guan, Wenjie Li . Stability analysis of multi-point boundary conditions for fractional differential equation with non-instantaneous integral impulse. Mathematical Biosciences and Engineering, 2023, 20(4): 7020-7041. doi: 10.3934/mbe.2023303
    [4] Zahra Eidinejad, Reza Saadati . Hyers-Ulam-Rassias-Kummer stability of the fractional integro-differential equations. Mathematical Biosciences and Engineering, 2022, 19(7): 6536-6550. doi: 10.3934/mbe.2022308
    [5] Jian Huang, Zhongdi Cen, Aimin Xu . An efficient numerical method for a time-fractional telegraph equation. Mathematical Biosciences and Engineering, 2022, 19(5): 4672-4689. doi: 10.3934/mbe.2022217
    [6] Xinxin Zhang, Huaiqin Wu . Bipartite consensus for multi-agent networks of fractional diffusion PDEs via aperiodically intermittent boundary control. Mathematical Biosciences and Engineering, 2023, 20(7): 12649-12665. doi: 10.3934/mbe.2023563
    [7] M. Botros, E. A. A. Ziada, I. L. EL-Kalla . Semi-analytic solutions of nonlinear multidimensional fractional differential equations. Mathematical Biosciences and Engineering, 2022, 19(12): 13306-13320. doi: 10.3934/mbe.2022623
    [8] Shuai Zhang, Yongqing Yang, Xin Sui, Yanna Zhang . Synchronization of fractional-order memristive recurrent neural networks via aperiodically intermittent control. Mathematical Biosciences and Engineering, 2022, 19(11): 11717-11734. doi: 10.3934/mbe.2022545
    [9] Sebastian Builes, Jhoana P. Romero-Leiton, Leon A. Valencia . Deterministic, stochastic and fractional mathematical approaches applied to AMR. Mathematical Biosciences and Engineering, 2025, 22(2): 389-414. doi: 10.3934/mbe.2025015
    [10] Qiong Wu, Zhimin Yao, Zhouping Yin, Hai Zhang . Fin-TS and Fix-TS on fractional quaternion delayed neural networks with uncertainty via establishing a new Caputo derivative inequality approach. Mathematical Biosciences and Engineering, 2022, 19(9): 9220-9243. doi: 10.3934/mbe.2022428
  • In this work, some class of the fractional differential equations under fractional boundary conditions with the Katugampola derivative is considered. By proving the Lyapunov-type inequality, there are deduced the conditions for existence, and non-existence of the solutions to the considered boundary problem. Moreover, we present some examples to demonstrate the effectiveness and applications of the new results.



    The Lyapunov inequality, proved in 1907 by Russian mathematician Aleksandr Mikhailovich Lyapunov [1], is very useful in various problems related with oscillation theory, differential and difference equations and eigenvalue problems (see [2,3,4,5,6,7] and the references therein). The Lyapunov result states that, if a nontrivial solution to the following boundary value problem

    {u(t)+g(t)u(t)=0,a<t<b,u(a)=u(b)=0

    exists, where g is a continuous function, then the following inequality

    ba|g(s)|ds>4ba (1.1)

    holds. This theorem formulates a necessary condition for the existence of solutions and allows to deduce sufficient conditions for non-existence of solutions to the considered boundary problem.

    Recently, the research of Lyapunov-type inequality has gained more and more popularity, because by replacing the classical derivative with some fractional operators allows to model processes exhibiting memory effect. The first work in this direction is due to Ferreira [8] in 2013 by using the Riemann-Liouville derivative of order α(1,2]. In [9] was investigated the Lyapunov-type inequality for the boundary value problem with the Katugampola fractional derivative. In [10] was used the Caputo fractional derivative and in [11] the Hadamard fractional derivative.

    Moreover, together with raising popularity of fractional operators, many modifications of the Lyapunov inequality appeared by changing the boundary conditions, for example u(a)=u(b)=0 or u(a)=u(b)=0 (see [12,13,14]).

    Motivated by the above works, we consider in this paper the Katugampola fractional differential equation under boundary condition involving the Katugampola fractional derivative. We choose this special fractional derivative because it generalizes two other fractional operators, that is the Riemann-Liouville and the Hadamard fractional derivatives and classical derivative of integer order. More precisely, we consider the boundary value problem

    {Dα,ρa+u(t)+g(t)u(t)=0u(a)=Dβ,ρa+u(b)=0 (1.2)

    where 1<α2, 0<β1 and g:[a,b]R is a continuous function. Thanks to the detailed analysis of the integral equation equivalent to (1.2) we are able to obtain a corresponding Lyapunov-type inequality. After that, we show some applications to present the effectiveness of the new Lyapunov-type inequality. We deduce some existence and non-existence results for the considered problem (1.2) which are very helpful for other researchers in this field. Furthermore, at the end of the article there will be graphs illustrating the applications of the proven theorems.

    In this section, we introduce the definitions and properties of the Katugampola fractional operators which are needed to prove the main results. For more details, we refer to [15,16,17].

    Definition 2.1. Let α>0, ρ>0, <a<b<. The operators

    Iα,ρa+f(t)=ρ1αΓ(α)taτρ1(tρτρ)1αf(τ)dτ,
    Iα,ρbf(t)=ρ1αΓ(α)btτρ1(τρtρ)1αf(τ)dτ,

    for t(a,b) are called the left-sided and right-sided Katugampola integrals of fractional order α, respectively. The operators Iα,ρa+f and Iα,ρbf are defined for fLp(a,b), p1.

    Definition 2.2. Let α>0, ρ>0, n=[α]+1, 0<a<t<b. The operators

    Dα,ρa+f(t)=(t1ρddt)nInα,ρa+f(t)
    Dα,ρb+f(t)=(t1ρddt)nInα,ρbf(t)

    for t(a,b) are called the left-sided and right-sided Katugampola derivatives of fractional order α, respectively.

    The Katugampola derivative generalizes two other fractional operators, by introducing a new parameter ρ>0 in the definition. Indeed, if we take ρ1, we have the Riemann-Liouville fractional derivative, i.e.,

    limρ1Dα,ρa+f(t)=(ddt)n1Γ(nα)taf(τ)(tτ)αn+1dτ.

    Moreover, if we take ρ0+, we get the Hadamard fractional derivative, i.e.,

    limρ0+Dα,ρa+f(t)=1Γ(nα)(tddt)nta(logtτ)nα1f(τ)dττ.

    Example 2.3. ([9]) For ρ>0, α>0, λ>α1, we have

    Dα,ρa+(tρaρρ)λ=Γ(λ+1)Γ(λ+1α)(tρaρρ)λα,

    The higher order Katugampola fractional operators satisfy the following properties, which were precisely discussed and proven in [9,16,17].

    Lemma 2.4. ([16]) Let α>0, ρ>0 and fL[a,b] then

    Dα,ρa+Iα,ρa+f(t)=f(t).

    Lemma 2.5. ([16]) Let α>β>0, ρ>0 and fL[a,b] then

    Dβ,ρa+Iα,ρa+f(t)=Iαβ,ρa+f(t),a<t<b.

    Lemma 2.6. ([17]) Let n1<α<n, nN, ρ>0 and fL[a,b] then

    Iα,ρa+Dα,ρa+f(t)=f(t)+n1i=0˜ci(tρaρρ)in+α

    where ˜ci are real constants.

    It is worth to mention that the complex formula for the Katugampola operator is established in [18].

    We start with writing problem (1.2) in its equivalent integral form.

    Theorem 3.1. Function uC[a,b] is a solution to the boundary value problem (1.2) if and only if u is a solution to the integral equation

    u(t)=baG(t,s)g(s)u(s)ds, (3.1)

    where the Green function G is given by

    G(t,s)=ρ1αsρ1Γ(α){(tρaρ)α1(bρaρbρsρ)βα+1,atsb(tρaρ)α1(bρaρbρsρ)βα+1(tρsρ)α1,as<tb. (3.2)

    Proof. Integrating equation from (1.2) and using Lemma 2.6 we obtain that general solution is of the form

    u(t)=c1(tρaρρ)α1+c2(tρaρρ)α2Iα,ρa+[g(t)u(t)], (3.3)

    where c1 and c2 are some real constants. Since u(a)=0, we get c2=0. Moreover, differentiating (3.3) in Katugampola sense with c2=0, we have

    Dβ,ρa+u(t)=c1Dβ,ρa+(tρaρρ)α1Dβ,ρa+Iα,ρa+[g(t)u(t)].

    By Example 2.3 and Lemma 2.5 we obtain

    Dβ,ρa+u(t)=c1Γ(α)Γ(αβ)(tρaρρ)αβ1ρβα+1Γ(αβ)taτρ1(tρτρ)βα+1g(τ)u(τ)dτ.

    Since Dβ,ρa+u(b)=0, we get

    c1=(bρaρ)βα+1Γ(α)baτρ1(bρτρ)βα+1g(τ)u(τ)dτ.

    Therefore,

    u(t)=ρ1αΓ(α)[ta((tρaρ)α1(bρaρbρτρ)βα+1(tρτρ)α1)τρ1g(τ)u(τ)dτ+bt(tρaρ)α1(bρaρbρτρ)βα+1τρ1g(τ)u(τ)dτ]

    which ends the proof. The below theorem present the properties of the Green function G obtained in (3.2)

    Theorem 3.2. Let  0<a<b<, α(1,2], β(0,1], α>β+1 and ρ>0. The function G given by (3.2) satisfies the following estimates

    (i) G(t,s)0, t,s[a,b],

    (ii) maxt[a,b]G(t,s)=G(s,s)4βmax{aρ1, bρ1}Γ(α)(bρaρ4ρ)α1, \quad s[a,b].

    Proof. First we prove the positivity of function G. For ts it is obvious, but for s<t we can rewrite function G in the form

    G(t,s)=ρ1αsρ1Γ(α)(tρaρ)α1(bρaρ)αβ1(bρsρ)β      ×[(bρsρ)α1(bρsρbρaρ)β((bρaρ)(tρsρ)tρaρ)α1]ρ1αsρ1Γ(α)(tρaρ)α1(bρaρ)αβ1(bρsρ)β      ×[(bρsρ)α1((bρaρ)(tρsρ)tρaρ)α1]=ρ1αsρ1Γ(α)(tρaρ)α1(bρaρ)αβ1(bρsρ)β      ×[(bρsρ)α1(bρ(aρ+(sρaρ)(bρaρ)tρaρ))α1].

    Let us see that there is the following estimation

    sρaρ+(sρaρ)(bρaρ)tρaρbρ,

    because

    (sρaρ)(bρtρ)tρaρ0and(bρaρ)(sρtρ)tρaρ0.

    Thus the function G is positive also for s<t.

    (ii) Now, we prove that G(t,s)G(s,s). Firstly, we consider the interval atsb. Differentiating G with respect to t we have

    Gt=ρ2α(α1)Γ(α)sρ1tρ1(bρaρbρsρ)βα+1(tρaρ)α20.

    Therefore,

    G(t,s)G(s,s),forts, s[a,b], (3.4)

    because the function G with respect to t is increasing on the considered interval.

    Now, let we take the interval as<tb. Taking the derivative of function G with respect to t, we obtain

    Gt==ρ2α(α1)sρ1tρ1Γ(α)(tρaρbρaρ)α2[(bρsρ)αβ1(bρaρ)1β(bρaρtρaρ)α2(tρsρ)α2]ρ2α(α1)Γ(α)sρ1tρ1(tρaρbρaρ)α2       ×[(bρaρ)α2((bρaρ)(tρsρ)tρaρ)α2]=ρ2α(α1)Γ(α)sρ1tρ1(tρaρbρaρ)α2       ×[(bρaρ)α2(bρ(aρ+(sρaρ)(bρaρ)tρaρ))α2].

    Note that Gt0 because

    aρaρ+(sρaρ)(bρaρ)tρaρbρ.

    Therefore,

    G(t,s)G(s,s),fort>s, s[a,b], (3.5)

    because the function G is decreasing with respect to t on the considered interval. From (3.4) and (3.5) we get

    G(t,s)G(s,s)=ρ1αsρ1Γ(α)(bρaρ)αβ1(sρaρ)α1(bρsρ)βα+1ρ1αmax{aρ1,bρ1}Γ(α)(bρaρ)αβ1[(sρaρ)(bρsρ)]αβ1(sρaρ)βρ1αmax{aρ1, bρ1}Γ(α)(bρaρ)α2β1[(sρaρ)(bρsρ)]αβ1

    for s[a,b], t[a,b]. Now let us define a function f

    f(s)=[(sρaρ)(bρsρ)]αβ1,s[a,b].

    In order to find the maximum value of this function, we check the sign of the derivative on the interior (a,b). We have

    f(s)=ρ(αβ1)sρ1[(sρaρ)(bρsρ)]αβ2[bρ2sρ+aρ].

    It follows that f(ˆs)=0 if and only if

    ˆs=(aρ+bρ2)1ρ.

    It is easily seen that f(s)<0 for ˆs<s and f(s)>0 for ˆs>s.

    Therefore

    maxs[a,b]f(s)=f(ˆs)=[(bρaρ2)2]αβ1.

    It ends the proof. We are ready to state and prove our main results in the Banach space C[a,b] with the maximum norm ||u||=maxt[a,b]|u(t)|.

    Theorem 3.3. If a nontrivial continuous solution of the fractional boundary value problem (1.2) exists, where g is a real and continuous function and α>β+1, then

    ba|g(s)|dsΓ(α)4βmax{aρ1, bρ1}(4ρbρaρ)α1.

    Proof. It follows from Theorem 3.1 that solution of the fractional boundary value problem (1.2) satisfies the integral equation (3.1). Thus

    |u(t)|ba|G(t,s)||g(s)||u(s)|ds,t[a,b].

    Using the estimation of the function G which was obtained in Theorem 3.2 we get

    u4βmax{aρ1, bρ1}Γ(α)(bρaρ4ρ)α1uba|g(s)|ds.

    Thus, we have

    ba|g(s)|dsΓ(α)4βmax{aρ1, bρ1}(4ρbρaρ)α1.

    The proof is completed. In particular, if we chose β=0 in Theorem 3.3, we obtain the main theorem of the work [9]. Moreover, taking α=2, β=0, and ρ=1 we recover the classical Lyapunov's inequality (1.1).

    Due to the fact, that the Katugampola derivative has an additional parameter ρ (which by taking ρ0+ reduces to the Hadamard fractional derivative and for parameter ρ=1 become the Riemann-Liouville fractional derivative) we get the Lyapunov-type inequality for both the Riemann-Liouville derivative Dαa+ and the Hadamard derivative HDαa+.

    Corollary 3.4. If a nontrivial continuous solution of the fractional boundary value problem

    Dαa+u(t)+g(t)u(t)=0,a<t<b,1<α2u(a)=Dβa+u(b)=0,β<α1

    exists, where g is a real and continuous function, then

    ba|g(s)|dsΓ(α)4β(4ba)α1.

    In particular, if we take, in Corollary 3.4, β=0 we obtain the main result of the work [10] proved by Ferreiro.

    Corollary 3.5. If a nontrivial continuous solution of the fractional boundary value problem

    HDαa+u(t)+g(t)u(t)=0,a<t<b,1<α2u(a)=HDβa+u(b)=0,β<α1

    exists, where g is a real and continuous function, then

    ba|g(s)|dsΓ(α)4βmax{a,b}(lnba4)1α.

    In this section, we apply the results on the Lyapunov-type inequalities obtained previously to study the nonexistence of solutions for certain fractional boundary value problems.

    Theorem 4.1. If

    ba|g(s)|ds<Γ(α)4βmax{aρ1, bρ1}(4ρbρaρ)α1,

    then (1.2) has no nontrivial solution.

    The proof of this theorem is trivial and it is left for the reader.

    Example 4.2. Let us consider the following boundary value problem

    {D32,ρ1+u(t)+λtρ1u(t)=0,1<t<2u(1)=D14,ρ1+u(2)=0 (4.1)

    By Theorem 3.3, if the continuous solution to the problem (4.1) exists, then necessarily

    |λ|2ρ1ρ>min{1,21ρ}πρ2ρ+12.

    Note, that inequality depends on two parameters λ and ρ. Taking ρ=1 we obtain λ>1.2534, but for ρ0+ we have λ>2.1719. In particular, for λ=1, ρ=1 and ρ0+ the solution to problem (4.1) does not exist. For λ=2, the solution does not exist for ρ0+, but for ρ=1 the solution to (4.1) may exist. Moreover, for λ=3 the solution may exist for ρ=1 and ρ0+.

    Let us consider problem (1.2) with g(t)=λ

    {Dα,ρa+u(t)+λu(t)=0,a<t<b,1<α2u(a)=Dβ,ρa+u(b)=0. (4.2)

    If problem (4.2) admits a nontrivial solution uλ, we say that λ is an eigenvalue of problem (4.2). We have the following result which provides a lower bound of the eigenvalues of problem (4.2).

    Corollary 4.3. If λ is an eigenvalue of problem (4.2), then

    |λ|Γ(α)4β(ba)max{aρ1, bρ1}(4ρbρaρ)α1.

    The proof follows immediately from Theorem 3.3.

    Furthermore, if

    |λ|<Γ(α)4β(ba)max{aρ1, bρ1}(4ρbρaρ)α1,

    then λ is not an eigenvalue of problem (4.2).

    Example 4.4. Let us consider problem (4.2) with β=14, ρ=1. If

    |λ|<Cα(ba):=Γ(α)4α22(ba)α,

    then the solution of the eigenvalue of problem (4.2) does not exist. The plot below shows the upper estimation of λ depending on order of considered equation, for which (4.2) does not have a solution. The red line is for cases ba=0.5, and the blue line is for ba=1.

    Figure 1.  The function Cα(1) and Cα(0.5) for α(54,2].

    The authors would like to thank Karolina Szczesiul (student of Faculty of Mathematics and Computer Science of University of Białystok) for the helpful calculations.

    The authors declare that they have no conflict of interest.



    [1] A. M. Lyapunov, Probleme General de la Stabilite du Mouvement, Princeton University Press, 1948.
    [2] R. C. Brown, D. B. Hinton, Lyapunov inequalities and their applications, in Survey on Classical Inequalities, Dordrecht, (2000), 1–25.
    [3] G. Borg, On a Liapunoff criterion of stability, Am. J. Math., 71 (1949), 67–70. doi: 10.2307/2372093
    [4] R. S. Dahiya, B. Singh, A Lyapunov inequality and nonoscillation theorem for a second order nonlinear differential-difference equations, J. Math. Phys. Sci., 7 (1973), 163–170.
    [5] S. Clark, D. B. Hinton, A Liapunov inequality for linear Hamiltonian systems, Math. Inequalities Appl., 1 (1998), 201–209.
    [6] Q. M. Zhang, X. H. Tang, Lyapunov inequalities and stability for discrete linear Hamiltonian systems, J. Differ. Equation Appl., 18 (2012), 1467–1484. doi: 10.1080/10236198.2011.572071
    [7] F. M. Atici, G. S. Guseinov and B. Kaymakcalan, On Lyapunov inequality in stability theory for Hill's equation on time scales, J. Inequal. Appl., 5 (2000), 603–620.
    [8] R. A. C. Ferreira, On a Lyapunov-type inequality and the zeros of a certain Mittag-Leffler function, J. Math. Anal. Appl., 412 (2014), 1058–1063. doi: 10.1016/j.jmaa.2013.11.025
    [9] B. Łupińska, T. Odzijewicz, A Lyapunov-type inequality with the Katugampola fractional derivative, Math. Methods Appl. Sci., 41 (2018), 8985–8996. doi: 10.1002/mma.4782
    [10] R. A. C. Ferreira, A Lyapunov-type inequality for a fractional boundary value problem, Fract. Calc. Appl. Anal., 16 (2013), 978–984. doi: 10.2478/s13540-013-0060-5
    [11] Q. Ma, C. Ma, J. Wang, A Lyapunov type inequality for a fractional differential equation with Hadamard derivative, J. Math. Inequalities, 11 (2017), 135–141.
    [12] M. Jleli, B. Samet, Lyapunov-type inequalities for a fractional differential equation with mixed boundary conditions, Math. Inequal. Appl., 18 (2015), 443–451.
    [13] A. Guezane-Lakoud, R. Khaldi, D. F. M. Torres, Lyapunov-type inequality for a fractional boundary value problem with natural conditions, SeMA J., 75 (2018), 157–162. doi: 10.1007/s40324-017-0124-2
    [14] J. Rong, C. Bai, Lyapunov-type inequality for a fractional differential equation with fractional boundary conditions, Adv. Differ. Equation, 82 (2015), 1–10.
    [15] U. N. Katugampola, New approach to a genaralized fractional integral, Appl. Math. Comput., 218 (2011), 860–865.
    [16] U. N. Katugampola, A new approach to generalized fractional derivatives, Bull. Math. Anal. App., 6 (2014), 1–15.
    [17] B. Łupińska, Properties of the Katugampola fractional operators, Tatra Mt. Math. Publ., 81 (2021), 1–14.
    [18] R. W. Ibrahim, On generalized Srivastava-Owa fractional operators in the unit disk, Adv. Differ. Equation, 1 (2011), 1–10.
  • This article has been cited by:

    1. Barbara Łupińska, Existence of solutions to nonlinear Katugampola fractional differential equations with mixed fractional boundary conditions, 2022, 0170-4214, 10.1002/mma.8894
    2. Sotiris K. Ntouyas, Bashir Ahmad, Jessada Tariboon, A Survey on Recent Results on Lyapunov-Type Inequalities for Fractional Differential Equations, 2022, 6, 2504-3110, 273, 10.3390/fractalfract6050273
    3. Shuai Zhang, Yongqing Yang, Xin Sui, Yanna Zhang, Synchronization of fractional-order memristive recurrent neural networks via aperiodically intermittent control, 2022, 19, 1551-0018, 11717, 10.3934/mbe.2022545
    4. Zainab Alsheekhhussain, Ahmed Gamal Ibrahim, M. Mossa Al-Sawalha, Khudhayr A. Rashedi, Mild Solutions for w-Weighted, Φ-Hilfer, Non-Instantaneous, Impulsive, w-Weighted, Fractional, Semilinear Differential Inclusions of Order μ ∈ (1, 2) in Banach Spaces, 2024, 8, 2504-3110, 289, 10.3390/fractalfract8050289
    5. Barbara Łupińska, Existence and nonexistence results for fractional mixed boundary value problems via a Lyapunov-type inequality, 2024, 88, 0031-5303, 118, 10.1007/s10998-023-00542-5
    6. Hongying Xiao, Zhaofeng Li, Yuanyuan Zhang, Xiaoyou Liu, Refinement of a Lyapunov-Type Inequality for a Fractional Differential Equation, 2024, 16, 2073-8994, 941, 10.3390/sym16080941
    7. Satyam Narayan Srivastava, Smita Pati, John R. Graef, Alexander Domoshnitsky, Seshadev Padhi, Existence of Solution for a Katugampola Fractional Differential Equation Using Coincidence Degree Theory, 2024, 21, 1660-5446, 10.1007/s00009-024-02658-5
    8. Barbara Lupińska, Nonlinear Katugampola Fractional Differential Equation with Mixed Boundary Conditions, 2023, 84, 1338-9750, 25, 10.2478/tmmp-2023-0013
  • Reader Comments
  • © 2021 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(2977) PDF downloads(175) Cited by(8)

Figures and Tables

Figures(1)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog