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New criteria for oscillation of damped fractional partial differential equations

  • In this paper, we consider a class of fractional partial differential equations with damping term subject to Robin and Dirichlet boundary value conditions. We derive several new sufficient criteria for oscillation of solutions of the equations by using the integral averaging technique and generalized Riccati type transformations. Some applications of the main results are illustrated by some examples.

    Citation: Zhenguo Luo, Liping Luo. New criteria for oscillation of damped fractional partial differential equations[J]. Mathematical Modelling and Control, 2022, 2(4): 219-227. doi: 10.3934/mmc.2022021

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  • In this paper, we consider a class of fractional partial differential equations with damping term subject to Robin and Dirichlet boundary value conditions. We derive several new sufficient criteria for oscillation of solutions of the equations by using the integral averaging technique and generalized Riccati type transformations. Some applications of the main results are illustrated by some examples.



    Differential equations of fractional order are generalizations of classical differential equations of integer order and have found varied applications in wide spread fields of science and engineering. In the last few decades, the theory of fractional differential equations and its applications have been investigated in some monographs [1,2,3,4,5]. In recent years, the research on the oscillatory behavior of fractional partial differential equations is a very interesting topic and some effort has been made to establish oscillation criteria for these equations which involve the Riemann-Liouville fractional partial derivative [6,7,8,9,10,11,12,13,14,15].

    However, the study of oscillatory behavior of fractional partial differential equation is still in its infancy. To develop the qualitative properties of fractional partial differential equations, it is of great interest to study the oscillatory behavior of fractional partial differential equation. In this paper, we consider the oscillatory behavior of the damped fractional partial differential equations (1.1) under boundary value conditions (1.2) and (1.3), respectively. By using Riccati type transformations and the integral averaging technique, we establish some new sufficient conditions which guarantee the oscillation of solutions of the problems (1.1),(1.2) and (1.1),(1.3). We also provide four examples to illustrate the relevance of the main results.

    t(r(t)Dα+,tu(x,t))+p(t)Dα+,tu(x,t)=a(t)Δu(x,t)+b(t)Δu(x,tτ)q(x,t)f(E(x,t)),(x,t)Ω×R+=G, (1.1)
    u(x,t)N+β(x,t)u(x,t)=0,(x,t)Ω×R+, (1.2)
    u(x,t)=0,(x,t)Ω×R+, (1.3)

    where α(0,1) is a constant, Dα+,tu(x,t) is the Riemann-Liouville fractional derivative of order α of u with respect to t, E(x,t)=t0(tξ)αu(x,ξ)dξ, Ω is a bounded domain in Rn with a piecewise smooth boundary Ω, R+=(0,), N is the unit exterior normal vector to Ω, Δ is the Laplacianin in Rn and β(x,t) is a nonnegative continuous function on Ω×R+.

    Throughout this paper, we assume that the following conditions hold:

    (C1) rC1([0,),R+), a,b,pC([0,),[0,)), τ0 is a constant;

    (C2) q(x,t)C(¯G,[0,)) and q(t)=minx¯Ωq(x,t);

    (C3) f(u)C(R,R) and there exists a constant K>0 such that f(u)uK for all u0.

    By a solution of the problem (1.1),(1.2) (or (1.1),(1.3)), we mean a function u(x,t)C1+α(¯Ω×[0,)) such that Dα+,tu(x,t),E(x,t)C1(¯G,R) and satisfies (1.1) on ¯G along with the boundary condition (1.2) (or (1.3)).

    A solution of the problem (1.1),(1.2) (or (1.1),(1.3)) is said to be oscillatory in G if it is neither eventually positive nor eventually negative. Otherwise it is said to be nonoscillatory.

    In this paper, we always assume that the solutions of the problems (1.1),(1.2) (or (1.1),(1.3)) under consideration exist globally.

    The organization of the rest of this paper is as follows. In Section 2, we briefly state some basic definitions and a lemma which will be used in Section 3. In Section 3, we obtain several oscillation criteria of solutions of the problem (1.1),(1.2). In Section 4, we obtain several oscillation criteria of solutions of the problem (1.1),(1.3). In Section 5, we give some examples to illustrate the efficiency of our results.

    In this section, we give the definitions of fractional derivatives and integrals and a lemma which are useful throughout this paper. There are several kinds of definitions of fractional derivatives and integrals. In this paper, we use the Riemann-Liouville left-sided definition on the half-axis R+.

    Definition 2.1([1]). The Riemann-Liouville fractional integral of order α>0 for a function y:R+R on the half-axis R+ is given by

    Iα+y(t):=1Γ(α)t0(ts)α1y(s)dsfort>0

    provided the right hand side exists pointwise on R+, where Γ=0ettα1dt is the Gamma function.

    Definition 2.2([1]). The Riemann-Liouville fractional derivative of order α>0 for a function y:R+R on the half-axis R+ is given by

    Dα+y(t):=dαdtα(Iαα+y(t))=1Γ(αα)dαdtαt0(ts)αα1y(s)dsfort>0

    provided the right hand side exists pointwise on R+, where α:=min{zZ:zα} is the ceiling function of α.

    Definition 2.3([3]). The Riemann-Liouville fractional derivative of order 0<α<1 with respect to t of a function u(x,t) is given by

    Dα+,tu(x,t):=1Γ(1α)tt0(ts)αu(x,s)ds

    provided the right hand side is pointwise defined on R+.

    Lemma 2.1([6]). Let

    E(t)=t0(tξ)αy(ξ)dξforα(0,1)andt>0.

    Then E(t)=Γ(1α)Dα+y(t).

    In this section, we give some sufficient conditions under which all solutions of the problem (1.1),(1.2) are oscillatory.

    Theorem 3.1. Suppose that the conditions (C1)-(C3) hold. Furthermore, assume that for some t0>0,

    t01r(t)v(t)dt=, (3.1)

    and

    t0q(t)v(t)dt=, (3.2)

    then every solution u(x,t) of the problem (1.1),(1.2) is oscillatory in G, where

    v(t)=exp(tt0p(s)r(s)ds)>0,tt0.

    Proof. Assume to the contrary that u(x,t) is a nonoscillatory solution of the problem (1.1),(1.2). Without loss of generality, we may assume that u(x,t)>0,u(x,tτ)>0 and E(x,t)>0 in Ω×[t1,) for t1t0.

    Integrating (1.1) with respect to x over the domain Ω, we have

    ddt(r(t)ΩDα+,tu(x,t)dx)+p(t)ΩDα+,tu(x,t)dx+Ωq(x,t)f(E(x,t))dx=a(t)ΩΔu(x,t)dx+b(t)ΩΔu(x,tτ)dx,tt1. (3.3)

    By Green's formula and the boundary condition (1.2) yield

    ΩΔu(x,t)dx=Ωu(x,t)NdS=Ωβ(x,t)u(x,t)dx0,tt1, (3.4)
    ΩΔu(x,tτ)dx=Ωu(x,tτ)NdS=Ωβ(x,tτ)u(x,tτ)dS0,tt1, (3.5)

    where dS is the surface element on Ω.

    By (C2) and (C3), we have

    Ωq(x,t)f(E(x,t))dxKq(t)ΩE(x,t)dx=Kq(t)t0(tξ)α(Ω(u(x,ξ)dx)dξ,tt1. (3.6)

    Let

    U(t)=Ωu(x,t)dx,

    then U(t)>0,tt1. Combining (3.3)-(3.6), we have

    (r(t)Dα+U(t))+p(t)Dα+U(t)+Kq(t)E(t)0,tt1, (3.7)

    where

    E(t)=t0(tξ)αU(ξ)dξ>0. (3.8)

    It follows from (3.7) and (3.8) that

    ((r(t)Dα+U(t))v(t))=(r(t)Dα+U(t))v(t)+(p(t)Dα+U(t))v(t)=Kq(t)E(t)v(t)<0,tt1. (3.9)

    Then (r(t)Dα+U(t))v(t) is strictly decreasing on [t1,) and thus Dα+U(t) is eventually of one sign. We claim that Dα+U(t)>0 on [t2,), for t2>t1 sufficiently large. In fact, if there exists a sufficiently large t3>t2 such that Dα+U(t3)<0, then we have

    (r(t)Dα+U(t))v(t)<(r(t3)Dα+U(t3))v(t3):=C<0,tt3. (3.10)

    Thus by Lemma 2.1 and (3.10), we have

    E(t)Γ(1α)=Dα+U(t)<Cr(t)v(t),tt3. (3.11)

    Integrating (3.11) from t3 to t(t>t3), we obtain

    E(t)<E(t3)+CΓ(1α)tt31r(s)v(s)ds. (3.12)

    Let t in (3.12), by the assumption (3.1), we get limtE(t)=, which contradicts with the fact E(t)>0. Hence Dα+U(t)>0 for t>t2.

    Define

    W(t)=r(t)Dα+U(t)v(t)E(t),tt2. (3.13)

    Then W(t)>0,tt2. Using Lemma 2.1, from (3.7) and (3.13), we have

    W(t)=[(r(t)Dα+U(t))v(t)]E(t)(r(t)Dα+U(t))v(t)E(t)E2(t)=(r(t)Dα+U(t))v(t)+(p(t)Dα+U(t))v(t)E(t)Γ(1α)r(t)v(t)(Dα+U(t))2E2(t)Kq(t)v(t),tt2. (3.14)

    Integrating (3.14) from t2 to t(t>t2), we obtain

    W(t)W(t2)Ktt2q(s)v(s)ds. (3.15)

    Let t in (3.15), by the assumption (3.2), we obtain a contradiction with W(t)>0. This completes the proof of Theorem 3.1.

    Theorem 3.2. Suppose that the conditions (C1)-(C3) and (3.1) hold, and additionally

    t0[Kq(t)p2(t)4Γ(1α)r(t)]dt=, (3.16)

    then every solution u(x,t) of the problem (1.1),(1.2) is oscillatory in G.

    Proof. We prove this theorem by contradiction. Let u(x,t) be a nonoscillatory solution of the problem (1.1),(1.2). One can proceed a similar proof of Theorem 3.1 to obtain (3.7) and E(t)>0,Dα+U(t)>0 on Ω×[t2,) for some t2t1t0.

    Define

    ˜W(t)=r(t)Dα+U(t)E(t),tt2. (3.17)

    Then ˜W(t)>0 for tt2. Using Lemma 2.1, from (3.7) and (3.17), we have

    ˜W(t)=(r(t)Dα+U(t))E(t)(r(t)Dα+U(t))E(t)E2(t)p(t)Dα+U(t)Kq(t)E(t)E(t)Γ(1α)r(t)(Dα+U(t))2E2(t)=Kq(t)p(t)r(t)˜W(t)Γ(1α)r(t)˜W2(t)=Kq(t)[Γ(1α)r(t)˜W(t)+p(t)2Γ(1α)r(t)]2+p2(t)4Γ(1α)r(t)[Kq(t)p2(t)4Γ(1α)r(t)],tt2. (3.18)

    Integrating (3.18) from t2 to t(t>t2), we obtain

    ˜W(t)˜W(t2)Ktt2[Kq(s)p2(s)4Γ(1α)r(s)]ds. (3.19)

    Let t in (3.19), by the assumption (3.16), we obtain a contradiction with ˜W(t)>0. This completes the proof of Theorem 3.2.

    Theorem 3.3. Suppose that the conditions (C1)-(C3) hold. Furthermore, assume that there exists a function Ψ(t)C1([t0,),[0,)) such that

    t0dtΨ(t)r(t)dt=,t0>0, (3.20)
    limtΦ(t)=, (3.21)

    then every solution u(x,t) of the problem (1.1),(1.2) is oscillatory in G, where

    Φ(t)=tt0{KΓ(1α)Ψ(s)q(s)[Ψ(s)r(s)Ψ(s)p(s)]24Ψ(s)r(s)}ds+Ψ(t)r(t)Ψ(t)p(t)2.

    Proof. We prove by contradiction again. Suppose that u(x,t) is a nonoscillatory solution of the problem (1.1),(1.2). We proceed as in the similar proof of Theorem 3.1 to get (3.7) and E(t)>0,Dα+U(t)>0 on [t2,) for some t2t1t0.

    By Lemma 2.1, from (3.7), we can get

    (r(t)E(t))+p(t)E(t)+KΓ(1α)q(t)E(t)0,tt2. (3.22)

    Define

    ¯W(t)=Ψ(t)r(t)E(t)E(t),tt2. (3.23)

    From (3.23) and combining (3.22), it follows that

    ¯W(t)=Ψ(t)r(t)E(t)E(t)Ψ(t)[(r(t)E(t))E(t)(r(t)(E(t))2E2(t)]Ψ(t)r(t)Ψ(t)p(t)Ψ(t)r(t)¯W(t)+¯W2(t)Ψ(t)r(t)+KΓ(1α)Ψ(t)q(t)=1Ψ(t)r(t){[¯W(t)+Ψ(t)r(t)Ψ(t)p(t)2]2[Ψ(t)r(t)Ψ(t)p(t)2]2}+KΓ(1α)Ψ(t)q(t)=H2(t)Ψ(t)r(t)+{KΓ(1α)Ψ(t)q(t)[Ψ(t)r(t)Ψ(t)p(t)]24Ψ(t)r(t)},tt2, (3.24)

    where

    H(t)=¯W(t)+Ψ(t)r(t)Ψ(t)p(t)2,tt2.

    Integrating (3.24) from t2 to t(t>t2), we obtain

    H(t)¯W(t2)+tt2H2(s)Ψ(s)r(s)ds+Φ(t). (3.25)

    From (3.21), we can choose a sufficiently large t3 such that

    H(t)tt2H2(s)Ψ(s)r(s)ds,tt3.

    Let

    R(t)=tt2H2(s)Ψ(s)r(s)ds,tt3, (3.26)

    then H(t)R(t)>0,tt3.

    From (3.26), we get

    R(t)=H2(t)Ψ(t)r(t)>R2(t)Ψ(t)r(t),tt3, (3.27)

    Divide (3.27) by R2(t) and integrate it from t3 to t(t>t3)

    tt3dsΨ(s)r(s)<1R(t3)1R(t)<1R(t3). (3.28)

    Let t in (3.28), we obtain t3dtΨ(t)r(t)<, which contradicts (3.20). This completes the proof of Theorem 3.3.

    In Theorem 3.3, if r(t)1,Ψ(t)1, then we have the following corollary.

    Corollary 3.1. Suppose that the conditions (C1)-(C3) hold. If

    limt{tt0[KΓ(1α)q(s)p2(s)4]dsp(t)2}=,t0>0,

    then every solution u(x,t) of the problem (1.1),(1.2) is oscillatory in G.

    Theorem 3.4. Suppose that the conditions (C1)-(C3) hold. Furthermore, assume that there exists a function Ψ(t)C1([t0,),[0,)), such that

    t0(tt0Ψ(s)r(s)ds)1dt=,t0>0, (3.29)
    limt1ttt0Φ(s)ds=, (3.30)

    then every solution u(x,t) of the problem (1.1),(1.2) is oscillatory in G.

    Proof. Similar with the proof of Theorem 3.3, we get (3.25) for tt2. Integrating (3.25) from t2 to t(t>t2) and dividing by t, we obtain

    1ttt2H(s)ds¯W(t2)tt2t+1ttt2R(s)ds+1ttt2Φ(s)ds. (3.31)

    By (3.30), we can choose a sufficiently large t3 such that

    tt2H(s)dstt2R(s)ds,tt3.

    Let

    A(t)=tt2R(s)ds,tt3.

    By using Hölder's inequality, we get

    A2(t)(tt2H(s)ds)2=(tt2Ψ(s)r(s)H(s)Ψ(s)r(s)ds)2(tt2Ψ(s)r(s)ds)(tt2H2(s)Ψ(s)r(s)ds)=R(t)tt2Ψ(s)r(s)ds=A(t)tt2Ψ(s)r(s)ds,tt3. (3.32)

    Divide (3.32) by A2(t)tt2Ψ(s)r(s)ds and integrate it from t3 to t(t>t3)

    tt3(st2Ψ(ν)r(ν)dν)1ds<1A(t3)1A(t)<1A(t3). (3.33)

    Let t in (3.33) we obtain t3(st2Ψ(ν)r(ν)dν)1ds<, which contradicts (3.29). This completes the proof of Theorem 3.4.

    The following fact in [16] will be used.

    The first eigenvalue λ0 of the Dirichlet eigenvalue problem

    {Δϕ(x)+λϕ(x)=0,xΩ,ϕ(x)=0,xΩ

    is positive and the corresponding eigenfunction ϕ(x) is also positive in Ω.

    Theorem 4.1. Suppose that the conditions of Theorem 3.1 hold. Then every solution u(x,t) of the problem (1.1),(1.3) is oscillatory in G.

    Proof. As u(x,t) is a nonoscillatory solution of the problem (1.1),(1.3). Without loss of generality, we can assume that u(x,t)>0,u(x,tτ)>0 and E(x,t)>0 in [t1,) for some t1t0.

    By multiplying ϕ(x) on both sides of (1.1) by and integrating with respect to x over the domain Ω, we have

    ddt(r(t)ΩDα+,tu(x,t)ϕ(x)dx)+p(t)ΩDα+,tu(x,t)ϕ(x)dx+Ωq(x,t)f(E(x,t))ϕ(x)dx=a(t)Ωϕ(x)Δu(x,t)dx+b(t)Ωϕ(x)Δu(x,tτ)dx,tt1. (4.1)

    Using Green's formula and the boundary condition (1.3) yield

    Ωϕ(x)Δu(x,t)dx=Ωu(x,t)Δϕ(x)dx=λ0Ωu(x,t)ϕ(x)dx0,tt1, (4.2)
    Ωϕ(x)Δu(x,tτ)dx=Ωu(x,tτ)Δϕ(x)dx=λ0Ωu(x,tτ)ϕ(x)dx0,tt1. (4.3)

    By the assumption (C2) and (C3) that

    Ωq(x,t)f(E(x,t))ϕ(x)dxKq(t)ΩE(x,t)ϕ(x)dx=Kq(t)t0(tξ)α(Ω(u(x,ξ)ϕ(x)dx)dξ,tt1. (4.4)

    Let

    ˜U(t)=Ωu(x,t)ϕ(x)dx,

    then ˜U(t)>0,tt1. Combining (4.1)-(4.4), we have

    (r(t)Dα+˜U(t))+p(t)Dα+˜U(t)+Kq(t)˜E(t)0,tt1, (4.5)

    where

    ˜E(t)=t0(tξ)α˜U(ξ)dξ>0.

    The remainder of the proof is similar to that of Theorem 3.1 and we omit it here. The proof of Theorem 4.1 is complete.

    Theorem 4.2. Suppose that the conditions of Theorem 3.2 hold. Then every solution u(x,t) of the problem (1.1),(1.3) is oscillatory in G.

    Theorem 4.3. Suppose that the conditions of Theorem 3.3 hold. Then every solution u(x,t) of the problem (1.1),(1.3) is oscillatory in G.

    Corollary 4.1. Suppose that the conditions of Corollary 4.2 hold. Then every solution u(x,t) of the problem (1.1),(1.3) is oscillatory in G.

    Theorem 4.4. Suppose that the conditions of Theorem 3.4 hold. Then every solution u(x,t) of the problem (1.1),(1.3) is oscillatory in G.

    The proofs of Theorem 4.2, Theorem 4.3, Corollary 4.1 and Theorems 4.4 are similar to that of in Section 3 and hence the details are omitted.

    In this section, we show four examples as applications of our main results.

    Example 5.1. Consider the following fractional partial differential equation

    t(1t2D12+,tu(x,t))+1t3D12+,tu(x,t)=etΔu(x,t)+2tΔu(x,t13)(x3+1t2)E(x,t),(x,t)(0,π)×R+ (5.1)

    with the boundary value condition

    ux(0,t)=ux(π,t)=0,t>0, (5.2)

    where α=12,Ω=(0,π),n=1,E(x,t)=t0(tξ)12u(x,ξ)dξ, a(t)=et,b(t)=2t, τ=13, r(t)=1t2, p(t)=1t3, q(x,t)=x3 +1t2 and f(E(x,t))=E(x,t). Hence q(t)=1t2.

    Take t0>0 and K=1, we see that

    v(t)=exp(tt0p(s)r(s)ds)=exp(tt01sds)=tt0,
    t01r(t)v(t)dt=t011t2tt0dt=t0t0tdt=,

    and

    t0q(t)v(t)dt=t01t2tt0dt=t01t0tdt=.

    Therefore, the conditions in Theorem 3.1 hold. Then every solution of problem (5.1),(5.2) oscillates in (0,π)×R+.

    Example 5.2. Consider the following fractional partial differential equation

    t(1tD12+,tu(x,t))+1t2D12+,tu(x,t)=etΔu(x,t)+t2Δu(x,t1)(2x2+1t)eE(x,t)E(x,t),(x,t)(0,π)×R+ (5.3)

    with the boundary value condition

    ux(0,t)=ux(π,t)=0,t>0, (5.4)

    where α=12,Ω=(0,π),n=1,E(x,t)=t0(tξ)12u(x,ξ)dξ, a(t)=et,b(t)=t2,τ=1,r(t)=1t,p(t)=1t2, q(x,t)=2x2+1t and f(E(x,t))=eE(x,t)E(x,t). Hence q(t)=1t and Γ(1α)=Γ(12)=π.

    Take t0>0 and K=1, we have

    v(t)=exp(tt0p(s)r(s)ds)=exp(tt01sds)=tt0,
    t01r(t)v(t)dt=t011ttt0dt=t0t0dt=,

    and

    t0[Kq(t)p2(t)4Γ(1α)r(t)]dt=t0(1t14πt3)dt=.

    Therefore, the conditions in Theorem 3.2 hold. Then every solution of problem (5.3),(5.4) oscillates in (0,π)×R+.

    Example 5.3. Consider the following fractional partial differential equation

    t(t2D12+,tu(x,t))+tD12+,tu(x,t)=t2Δu(x,t)+Δu(x,t12)2πeE(x,t)E(x,t),(x,t)(0,π)×R+ (5.5)

    with the boundary value condition

    u(0,t)=u(π,t)=0,t>0, (5.6)

    where α=12,Ω=(0,π),n=1,E(x,t)=t0(tξ)12u(x,ξ)dξ, a(t)=t2,b(t)=1,τ=12,r(t)=t2,p(t)=t,q(x,t)=2π and f(E(x,t))=eE(x,t)E(x,t). Hence q(t)=2π and Γ(1α)=Γ(12)=π. It is obvious that λ0=1, Φ(x)=sinx,xΩ.

    Take t0>0,Ψ(t)=1t and K=1, we have

    t0dtΨ(t)r(t)=t0dt1tt2=,
    Φ(t)=tt0{KΓ(1α)Ψ(s)q(s)[Ψ(s)r(s)Ψ(s)p(s)]24Ψ(s)r(s)}ds+Ψ(t)r(t)Ψ(t)p(t)2=tt0[π1s2π(1s2s21ss)241ss2]ds+1t2t21tt2=tt0(2s1s)ds1=lntlnt01,
    limtΦ(t)=,

    Therefore, the conditions in Theorem 4.3 hold. Then every solution of problem (5.5),(5.6) oscillates in (0,π)×R+.

    Example 5.4. Consider the following fractional partial differential equation

    t(etD12+,tu(x,t))+3etD12+,tu(x,t)=Δu(x,t)+t3Δu(x,t1)2etπE(x,t),(x,t)(0,π)×R+ (5.7)

    with the boundary value condition

    u(0,t)=u(π,t)=0,t>0, (5.8)

    where α=12,Ω=(0,π),n=1,E(x,t)=t0(tξ)12u(x,ξ)dξ, a(t)=1,b(t)=t3,τ=1,r(t)=et,p(t)=3et, q(x,t)= 2etπ and f(E(x,t))=E(x,t). Hence q(t)=2etπ and Γ(1α)=Γ(12)=π. It is obvious that λ0=1, Φ(x)=sinx,xΩ.

    Take t0>0,Ψ(t)=et and K=1, we see that

    t0(tt0Ψ(s)r(s)ds)1dt=t0(tt0esesds)1dt=,
    Φ(t)=tt0{KΓ(1α)Ψ(s)q(s)[Ψ(s)r(s)Ψ(s)p(s)]24Ψ(s)r(s)}ds+Ψ(t)r(t)Ψ(t)p(t)2=tt0[πes2esπ(eseses(3es))24eses]ds+etetet(3et)2=tt0ds1=t(t0+1),
    limt1ttt0Φ(s)ds=.

    Therefore, the conditions in Theorem 4.4 hold. Then every solution of problem (5.7),(5.8) oscillates in (0,π)×R+.

    In this paper, we have studied the oscillation of a class of damped fractional partial differential equations (1.1) with the Robin boundary value conditions (1.2) and the Dirichlet boundary value conditions (1.3). We have also given some new oscillation conditions by using generalized Riccati transformation method and inequality technique. We illustrated our main results by providing suitable examples. We believe that there is extensive research space on this topic.

    This work is supported by the Key Scientific Research Project of Hunan Provincial Department of Education (21A0440), the Project of "Double First-Class" Applied Characteristic Discipline in Hunan Province (Xiangjiaotong[2018]469), the Project of Hunan Provincial Key Laboratory (2016TP1020), Hunan Provincial Natural Science Foundation of China (2022JJ90021) and the Discipline Special Research Projects of Hengyang Normal University (XKZX21002). The authors thank the referee very much for his valuable comments and suggestions on this paper.

    All authors declare that they have no competing interests.



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