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The many facets of internet topology and traffic

  • Received: 01 September 2006
  • Primary: 90B15; Secondary: 90B10.

  • The Internet's layered architecture and organizational structure give rise to a number of different topologies, with the lower layers defining more physical and the higher layers more virtual/logical types of connectivity structures. These structures are very different, and successful Internet topology modeling requires annotating the nodes and edges of the corresponding graphs with information that reflects their network-intrinsic meaning. These structures also give rise to different representations of the traffic that traverses the heterogeneous Internet, and a traffic matrix is a compact and succinct description of the traffic exchanges between the nodes in a given connectivity structure. In this paper, we summarize recent advances in Internet research related to (i) inferring and modeling the router-level topologies of individual service providers (i.e., the physical connectivity structure of an ISP, where nodes are routers/switches and links represent physical connections), (ii) estimating the intra-AS traffic matrix when the AS's router-level topology and routing configuration are known, (iii) inferring and modeling the Internet's AS-level topology, and (iv) estimating the inter-AS traffic matrix. We will also discuss recent work on Internet connectivity structures that arise at the higher layers in the TCP/IP protocol stack and are more virtual and dynamic; e.g., overlay networks like the WWW graph, where nodes are web pages and edges represent existing hyperlinks, or P2P networks like Gnutella, where nodes represent peers and two peers are connected if they have an active network connection.

    Citation: D. Alderson, H. Chang, M. Roughan, S. Uhlig, W. Willinger. The many facets of internet topology and traffic[J]. Networks and Heterogeneous Media, 2006, 1(4): 569-600. doi: 10.3934/nhm.2006.1.569

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  • The Internet's layered architecture and organizational structure give rise to a number of different topologies, with the lower layers defining more physical and the higher layers more virtual/logical types of connectivity structures. These structures are very different, and successful Internet topology modeling requires annotating the nodes and edges of the corresponding graphs with information that reflects their network-intrinsic meaning. These structures also give rise to different representations of the traffic that traverses the heterogeneous Internet, and a traffic matrix is a compact and succinct description of the traffic exchanges between the nodes in a given connectivity structure. In this paper, we summarize recent advances in Internet research related to (i) inferring and modeling the router-level topologies of individual service providers (i.e., the physical connectivity structure of an ISP, where nodes are routers/switches and links represent physical connections), (ii) estimating the intra-AS traffic matrix when the AS's router-level topology and routing configuration are known, (iii) inferring and modeling the Internet's AS-level topology, and (iv) estimating the inter-AS traffic matrix. We will also discuss recent work on Internet connectivity structures that arise at the higher layers in the TCP/IP protocol stack and are more virtual and dynamic; e.g., overlay networks like the WWW graph, where nodes are web pages and edges represent existing hyperlinks, or P2P networks like Gnutella, where nodes represent peers and two peers are connected if they have an active network connection.


    In this paper, we discuss the existence and multiplicity of standing wave solutions for the following perturbed fractional p-Laplacian systems with critical nonlinearity

    {εps(Δ)spu+V(x)|u|p2u=K(x)|u|ps2u+Fu(x,u,v),xRN,εps(Δ)spv+V(x)|v|p2v=K(x)|v|ps2v+Fv(x,u,v),xRN, (1.1)

    where ε is a positive parameter, N>ps,s(0,1),ps=NpNps and (Δ)sp is the fractional p-Laplacian operator, which is defined as

    (Δ)spu(x)=limε0RNBε(x)|u(x)u(y)|p2(u(x)u(y))|xy|N+psdy,xRN,

    where Bε(x)={yRN:|xy|<ε}. The functions V(x),K(x) and F(x,u,v) satisfy the following conditions:

    (V0)VC(RN,R),minxRNV(x)=0andthereisaconstantb>0suchthattheset Vb:={xRN:V(x)<b}hasfiniteLebesguemeasure;

    (K0)KC(RN,R),0<infKsupK<;

    (F1)FC1(RN×R2,R)andFs(x,s,t),Ft(x,s,t)=o(|s|p1+|t|p1) uniformlyinxRNas|s|+|t|0;

    (F2)thereexistC0>0andp<κ<pssuchthat |Fs(x,s,t)|,|Ft(x,s,t)|C0(1+|s|κ1+|t|κ1);

    (F3)thereexistl0>0,d>pandμ(p,ps)suchthatF(x,s,t)l0(|s|d+|t|d)and 0<μF(x,s,t)Fs(x,s,t)s+Ft(x,s,t)tforall(x,s,t)RN×R2;

    (F4)Fs(x,s,t)=Fs(x,s,t)andFt(x,s,t)=Ft(x,s,t)forall(x,s,t)RN×R2.

    Conditions (V0),(K0), suggested by Ding and Lin [11] in studying perturbed Schrödinger equations with critical nonlinearity, and then was used in [28,32,33].

    In recent years, a great deal of attention has been focused on the study of standing wave solutions for perturbed fractional Schrödinger equation

    ε2s(Δ)su+V(x)u=f(u)inRN, (1.2)

    where s(0,1), N>2s and ε>0 is a small parameter. It is well known that the solution of (1.2) is closely related to the existence of solitary wave solutions for the following eqation

    iεωtε2(Δ)sωV(x)ω+f(ω)=0,(x,t)RN×R,

    where i is the imaginary unit. (Δ)s is the fractional Laplacian operator which arises in many areas such as physics, phase transitions, chemical reaction in liquids, finance and so on, see [1,6,18,22,27]. Additionally, Eq (1.2) is a fundamental equation of fractional quantum mechanics. For more details, please see [17,18].

    Equation (1.2) was also investigated extensively under various hypotheses on the potential and the nonlinearity. For example, Floer and Weinstein [12] first considered the existence of single-peak solutions for N=1 and f(t)=t3. They obtained a single-peak solution which concentrates around any given nondegenerate critical point of V. Jin, Liu and Zhang [16] constructed a localized bound-state solution concentrating around an isolated component of the positive minimum point of V, when the nonlinear term f(u) is a general critical nonlinearity. More related results can be seen in [5,7,10,13,14,26,43] and references therein. Recently, Zhang and Zhang [46] obtained the multiplicity and concentration of positive solutions for a class of fractional unbalanced double-phase problems by topological and variational methods. Related to (1.2) with s=1, see [31,39] for quasilinear Schrödinger equations.

    On the other hand, fractional p-Laplacian operator can be regarded as an extension of fractional Laplacian operator. Many researchers consider the following equation

    εps(Δ)spu+V(x)|u|p2u=f(x,u). (1.3)

    When f(x,u)=A(x)|u|ps2u+h(x,u), Li and Yang [21] obtained the existence and multiplicity of weak solutions by variational methods. When f(x,u)=λf(x)|u|q2u+g(x)|u|r2u, under suitable assumptions on nonlinearity and weight functions, Lou and Luo [19] established the existence and multiplicity of positive solutions via variational methods. With regard to the p-fractional Schrödinger-Kirchhoff, Song and Shi [29] considered the following equation with electromagnetic fields

    {εpsM([u]ps,Aε)(Δ)sp,Aεu+V(x)|u|p2u=|u|ps2u+h(x,|u|p)|u|p2u,xRN,u(x)0,as. (1.4)

    They obtained the existence and multiplicity solutions for (1.4) by using the fractional version of concentration compactness principle and variational methods, see also [24,25,34,35,38,41] and references therein. Related to (1.3) with s=1, see [15,23].

    Recently, from a mathematical point of view, (fractional) elliptic systems have been the focus for many researchers, see [2,8,9,20,30,37,42,44,45]. As far as we know, there are few results concerned with the (fractional) p-Laplacian systems with a small parameter. In this direction, we cite the work of Zhang and Liu [40], who studied the following p-Laplacian elliptic systems

    {εpΔpu+V(x)|u|p2u=K(x)|u|p2u+Hu(u,v),xRN,εpΔpv+V(x)|v|p2v=K(x)|v|p2v+Hv(u,v),xRN. (1.5)

    By using variational methods, they proved the existence of nontrivial solutions for (1.5) provided that ε is small enough. In [36], Xiang, Zhang and Wei investigated the following fractional p-Laplacian systems without a small parameter

    {(Δ)spu+a(x)|u|p2u=Hu(x,u,v),xRN,(Δ)sqv+b(x)|v|p2v=Hv(x,u,v),xRN. (1.6)

    Under some suitable conditions, they obtained the existence of nontrivial and nonnegative solutions for (1.6) by using the mountain pass theorem.

    Motivated by the aforementioned works, it is natural to ask whether system (1.5) has a nontrivial solution when the p-Laplacian operator is replaced by the fractional p-Laplacian operator. As far as we know, there is no related work in this direction so far. In this paper, we give an affirmative answer to this question considering the existence and multiplicity of standing wave solutions for (1.1).

    Now, we present our results of this paper.

    Theorem 1.1. Assume that (V0), (K0) and (F1)(F3) hold. Then for any τ>0, there is Γτ>0 such that if ε<Γτ, system (1.1) has at least one solution (uε,vε)(0,0) in W as ε0, where W is stated later, satisfying:

    μpμp[R2Nεps(|uε(x)uε(y)|p|xy|N+ps+|vε(x)vε(y)|p|xy|N+ps)dxdy+RNV(x)(|uε|p+|vε|p)dx]τεN

    and

    sNRNK(x)(|uε|ps+|vε|ps)dx+μppRNF(x,uε,vε)dxτεN.

    Theorem 1.2. Let (V0), (K0) and (F1)(F4) hold. Then for any mN and τ>0 there is Γmτ>0 such that if ε<Γmτ, system (1.1) has at least m pairs of solutions (uε,vε), which also satisfy the above estimates in Theorem 1.1. Moreover, (uε,vε)(0,0) in W as ε0.

    Remark 1.1. On one hand, our results extend the results in [40], in which the authors considered the existence of solutions for perturbed p-Laplacian system, i.e., system (1.1) with s=1. On the other hand, our results also extend the results in [21] to a class of perturbed fractional p-Laplacian system (1.1).

    Remark 1.2. Compared with the results obtained by [12,13,14,15,16], when ε0, the solutions of Theorems 1.1 and 1.2 are close to trivial solutions.

    In this paper, our goal is to prove the existence and multiplicity of standing wave solutions for (1.1) by variational approach. The main difficulty lies on the lack of compactness of the energy functional associated to system (1.1) because of unbounded domain RN and critical nonlinearity. To overcome this difficulty, we adopt some ideas used in [11] to prove that (PS)c condition holds.

    The rest of this article is organized as follows. In Section 2, we introduce the working space and restate the system in a equivalent form by replacing εps with λ. In Section 3, we study the behavior of (PS)c sequence. In Section 4, we complete the proof of Theorems 2.1 and 2.2, respectively.

    To obtain the existence and multiplicity of standing wave solutions of system (1.1) for small ε, we rewrite (1.1) in a equivalent form. Let λ=εps, then system (1.1) can be expressed as

    {(Δ)spu+λV(x)|u|p2u=λK(x)|u|ps2u+λFu(x,u,v),xRN,(Δ)spv+λV(x)|v|p2v=λK(x)|v|ps2v+λFv(x,u,v),xRN, (2.1)

    for λ+.

    We introduce the usual fractional Sobolev space

    Ws,p(RN):={uLp(RN):[u]s,p<}

    equipped with the norm

    ||u||s,p=(|u|p+[u]ps,p)1p,

    where ||p is the norm in Lp(RN) and

    [u]s,p=(R2N|u(x)u(y)|p|xy|N+psdxdy)1p

    is the Gagliardo seminorm of a measurable function u:RNR. In this paper, we continue to work in the following subspace of Ws,p(RN) which is defined by

    Wλ:={uWs,p(RN):RNλV(x)|u|pdx<,λ>0}

    with the norm

    ||u||λ=([u]ps,p+RNλV(x)|u|pdx)1p.

    Notice that the norm ||||s,p is equivalent to ||||λ for each λ>0. It follows from (V0) that Wλ continuously embeds in Ws,p(RN). For the fractional system (2.1), we shall work in the product space W=Wλ×Wλ with the norm ||(u,v)||p=||u||pλ+||v||pλ for any (u,v)W.

    We recall that (u,v)W is a weak solution of system (2.1) if

    R2N|u(x)u(y)|p2(u(x)u(y))(ϕ(x)ϕ(y))|xy|N+psdxdy+λRNV(x)|u|p2uϕdx+R2N|v(x)v(y)|p2(v(x)v(y))(ψ(x)ψ(y))|xy|N+psdxdy+λRNV(x)|v|p2vψdx=λRNK(x)(|u|ps2uϕ+|v|ps2vψ)dx+λRN(Fu(x,u,v)ϕ+Fv(x,u,v)ψ)dx

    for all (ϕ,ψ)W.

    Note that the energy functional associated with (2.1) is defined by

    Φλ(u,v)=1pR2N|u(x)u(y)|p|xy|N+psdxdy+1pRNλV(x)|u|pdx+1pR2N|v(x)v(y)|p|xy|N+psdxdy+1pRNλV(x)|v|pdxλpsRNK(x)(|u|ps+|v|ps)dxλRNF(x,u,v)dx=1p||(u,v)||pλpsRNK(x)(|u|ps+|v|ps)dxλRNF(x,u,v)dx.

    Clearly, it is easy to check that ΦλC1(W,R) and its critical points are weak solution of system (2.1).

    In order to prove Theorem 1.1 and 1.2, we only need to prove the following results.

    Theorem 2.1. Assume that (V0), (K0) and (F1)(F3) hold. Then for any τ>0, there is Λτ>0 such that if λΛτ, system (2.1) has at least one solution (uλ,vλ)(0,0) in W as λ, satisfying:

    μpμp[R2N(|uλ(x)uλ(y)|p|xy|N+ps+|vλ(x)vλ(y)|p|xy|N+ps)dxdy+RNλV(x)(|uλ|p+|vλ|p)dx]τλ1Nps (2.2)

    and

    sNRNK(x)(|uλ|ps+|vλ|ps)dx+μppRNF(x,uλ,vλ)dxτλNps. (2.3)

    Theorem 2.2. Assume that (V0), (K0) and (F1)(F4) hold. Then for any mN and τ>0 there is Λmτ>0 such that if λΛmτ, system (2.1) has at least m pairs of solutions (uλ,vλ), which also satisfy the estimates in Theorem 2.1. Moreover, (uλ,vλ)(0,0) in W as λ.

    In this section, we are focused on the compactness of the functional Φλ.

    Recall that a sequence {(un,vn)}W is a (PS)c sequence at level c, if Φλ(un,vn)c and Φλ(un,vn)0. Φλ is said to satisfy the (PS)c condition if any (PS)c sequence contains a convergent subsequence.

    Proposition 3.1. Assume that the conditions (V0),(K0) and (F1)(F3) hold. Then there exists a constant α>0 independent of λ such that, for any (PS)c sequence {(un,vn)}W for Φλ with (un,vn)(u,v), either (un,vn)(u,v) or cΦλ(u,v)αλ1Nps.

    Corollary 3.1. Under the assumptions of Proposition 3.1, Φλ satisfies the (PS)c condition for all c<αλ1Nps.

    The proof of Proposition 3.1 consists of a series of lemmas which will occupy the rest of this section.

    Lemma 3.1. Assume that (V0),(K0) and (F3) are satisfied. Let {(un,vn)}W be a (PS)c sequence for Φλ. Then c0 and {(un,vn)} is bounded in W.

    Proof. Let {(un,vn)} be a (PS)c sequence for Φλ, we obtain that

    Φλ(un,vn)c,Φλ(un,vn)0,n.

    By (K0) and (F3), we deduce that

    c+o(1)||(un,vn)||=Φλ(un,vn)1μΦλ(un,vn),(un,vn)=(1p1μ)||(un,vn)||p+λ(1μ1ps)RNK(x)(|u|ps+|v|ps)dx+λRN[1μ(Fu(x,un,vn)un+Fv(x,un,vn)vn)F(x,un,vn)]dx(1p1μ)||(un,vn)||p, (3.1)

    which implies that there exists M>0 such that

    ||(un,vn)||pM.

    Thus, {(un,vn)} is bounded in W. Taking the limit in (3.1), we show that c0. This completes the proof.

    From the above lemma, there exists (u,v)W such that (un,vn)(u,v) in W. Furthermore, passing to a subsequence, we have unu and vnv in Lγloc(RN) for any γ[p,ps) and un(x)u(x) and vn(x)v(x) a.e. in RN. Clearly, (u,v) is a critical point of Φλ.

    Lemma 3.2. Let {(un,vn)} be stated as in Lemma 3.1 and γ[p,ps). Then there exists a subsequence {(unj,vnj)} such that for any ε>0, there is rε>0 with

    limsupjBjBr|unj|γdxε,limsupjBjBr|vnj|γdxε,

    for all rrε, where, Br:={xRN:|x|r}.

    Proof. The proof is similar to the one of Lemma 3.2 of [11]. We omit it here.

    Let σ:[0,)[0,1] be a smooth function satisfying σ(t)=1 if t1, σ(t)=0 if t2. Define ¯uj(x)=σ(2|x|j)u(x), ¯vj(x)=σ(2|x|j)v(x). It is clear that

    ||u¯uj||λ0and||v¯vj||λ0asj. (3.2)

    Lemma 3.3. Let {(unj,vnj)} be stated as in Lemma 3.2, then

    limjRN[Fu(x,unj,vnj)Fu(x,unj¯uj,vnj¯vj)Fu(x,¯uj,¯vj)]ϕdx=0

    and

    limjRN[Fv(x,unj,vnj)Fv(x,unj¯uj,vnj¯vj)Fv(x,¯uj,¯vj)]ψdx=0

    uniformly in (ϕ,ψ)W with ||(ϕ,ψ)||1.

    Proof. By (3.2) and the local compactness of Sobolev embedding, we know that for any r>0,

    limjBr[Fu(x,unj,vnj)Fu(x,unj¯uj,vnj¯vj)Fu(x,¯uj,¯vj)]ϕdx=0, (3.3)

    uniformly for ||ϕ||1. For any ε>0, there exists rε>0 such that

    limsupjBjBr|¯uj|γdxRNBr|u|γdxε,

    for all rrε, see [Lemma 3.2, 11]. From (F1) and (F2), we obtain

    |Fu(x,u,v)|C0(|u|p1+|v|p1+|u|κ1+|v|κ1). (3.4)

    Thus, from (3.3), (3.4) and the Hölder inequality, we have

    limsupjRN[Fu(x,unj,vnj)Fu(x,unj¯uj,vnj¯vj)Fu(x,¯uj,¯vj)]ϕdxlimsupjBjBr[Fu(x,unj,vnj)Fu(x,unj¯uj,vnj¯vj)Fu(x,¯uj,¯vj)]ϕdxC1limsupjBjBr[(|unj|p1+|¯uj|p1+|vnj|p1+|¯vj|p1)]ϕdx+C2limsupjBjBr[(|unj|κ1+|¯uj|κ1+|vnj|κ1+|¯vj|κ1)]ϕdxC1limsupj[|unj|p1Lp(BjBr)+|¯uj|p1Lp(BjBr)+|vnj|p1Lp(BjBr)+|¯vj|p1Lp(BjBr)]|ϕ|p+C2limsupj[|unj|κ1Lκ(BjBr)+|¯uj|κ1Lκ(BjBr)+|vnj|κ1Lκ(BjBr)+|¯vj|κLκ(BjBr)]|ϕ|κC3εp1p+C4εκ1κ,

    where C1,C2,C3 and C4 are positive constants. Similarly, we can deduce that the other equality also holds.

    Lemma 3.4. Let {(unj,vnj)} be stated as in Lemma 3.2, the following facts hold:

    (i)Φλ(unj¯uj,vnj¯vj)cΦλ(u,v);

    (ii)Φλ(unj¯uj,vnj¯vj)0inW1(thedualspaceofW).

    Proof. (i) We have

    Φλ(unj¯uj,vnj¯vj)=Φλ(unj,vnj)Φλ(¯uj,¯vj)+λpsRNK(x)(|unj|ps|unj¯uj|ps|¯uj|ps+|vnj|ps|vnj¯vj|ps|¯vj|ps)dx+λRN(F(x,unj,vnj)F(x,unj¯uj,vnj¯vj)F(x,¯uj,¯vj))dx.

    Using (3.2) and the Brézis-Lieb Lemma [4], it is easy to get

    limjRNK(x)(|unj|ps|unj¯uj|ps|¯uj|ps+|vnj|ps|vnj¯vj|ps|¯vj|ps)dx=0

    and

    limjRN(F(x,unj,vnj)F(x,unj¯uj,vnj¯vj)F(x,¯uj,¯vj))dx=0.

    Using the fact that Φλ(unj,vnj)c and Φλ(¯uj,¯vj)Φλ(u,v) as j, we have

    Φλ(unj¯uj,vnj¯vj)cΦλ(u,v).

    (ii) We observe that for any (ϕ,ψ)W satisfying ||(ϕ,ψ)||1,

    Φλ(unj¯uj,vnj¯vj),(ϕ,ψ)=Φλ(unj,vnj),(ϕ,ψ)Φλ(¯uj,¯vj),(ϕ,ψ)+λRNK(x)[(|unj|ps2unj|unj¯uj|ps2(unj¯uj)|¯uj|ps2¯uj)ϕ+(|vnj|ps2vnj|vnj¯vj|ps2(vnj¯vj)|¯vj|ps2¯vj)ψ]dx+λRN[(Fu(x,unj,vnj)Fu(x,unj¯uj,vnj¯vj)Fu(x,¯uj,¯vj))ϕ+(Fv(x,unj,vnj)Fv(x,unj¯uj,vnj¯vj)Fv(x,¯uj,¯vj))ψ]dx.

    It follows from a standard argument that

    limjRNK(x)(|unj|ps2unj|unj¯uj|ps2(unj¯uj)|¯uj|ps2¯uj)ϕdx=0

    and

    limjRNK(x)(|vnj|ps2vnj|vnj¯vj|ps2(vnj¯vj)|¯vj|ps2¯vj)ψdx=0

    uniformly in ||(ϕ,ψ)||1. By Lemma 3.3, we obtain Φλ(unj¯uj,vnj¯vj)0. We complete this proof.

    Set u1j=unj¯uj, v1j=vnj¯vj, then unju=u1j+(¯uju), vnjv=v1j+(¯vjv). From (3.2), we have (unj,vnj)(u,v) if and only if (u1j,v1j)(0,0). By Lemma 3.4, one has along a subsequence that Φλ(u1j,v1j)cΦλ(u,v) and Φλ(u1j,v1j)0.

    Note that Φλ(u1j,v1j),(u1j,v1j)=0, by computation, we get

    R2N|u1j(x)u1j(y)|p|xy|N+psdxdy+RNλV(x)|u1j|pdx+R2N|v1j(x)v1j(y)|p|xy|N+psdxdy+RNλV(x)|v1j|pdxλRNK(x)(|u1j|ps+|v1j|ps)dxλRNF(x,u1j,v1j)dx=0 (3.5)

    Hence, by (F3) and (3.5), we have

    Φλ(u1j,v1j)1pΦλ(u1j,v1j),(u1j,v1j)=(1p1ps)λRNK(x)(|u1j|ps+|v1j|ps)dx+λRN[1p(Fu(x,u1j,v1j)u1j+Fu(x,u1j,v1j)v1j)F(x,u1j,v1j)]dxλsKminNRN(|u1j|ps+|v1j|ps)dx,

    where Kmin=infxRNK(x)>0. So, it is easy to see that

    |u1j|psps+|v1j|pspsN(cΦλ(u,v))λsKmin+o(1). (3.6)

    Denote Vb(x)=max{V(x),b}, where b is the positive constant from assumption of (V0). Since the set Vb has finite measure and (u1j,v1j)(0,0) in Lploc×Lploc, we obtain

    RNV(x)(|u1j|p+|v1j|p)dx=RNVb(x)(|u1j|p+|v1j|p)dx+o(1). (3.7)

    By (K0),(F1) and (F2), we can find a constant Cb>0 such that

    RNK(x)(|u1j|ps+|v1j|ps)dx+RN(Fu(x,u1j,v1j)u1j+Fv(x,u1j,v1j)v1j)dxb(|u1j|pp+|v1j|pp)+Cb(|u1j|psps+|v1j|psps). (3.8)

    Let S is fractional Sobolev constant which is defined by

    S|u|ppsR2N|u(x)u(y)|p|xy|N+psdxdyforalluWs,p(RN). (3.9)

    Proof of Proposition 3.1. Assume that , then and .

    From (3.5), (3.7), (3.8) and (3.9), we deduce

    Thus, by (3.6), we have

    or equivalently

    where . The proof is complete.

    Lemma 4.1. Suppose that , and are satisfied, then the functional satisfies the following mountain pass geometry structure:

    there exist positive constants and such that for ;

    for any finite-dimensional subspace ,

    for any there exists such that each , there exists with , and

    Proof. From , we have for any , there is such that

    (4.1)

    Thus, combining with (4.1) and Sobolev inequality, we deduce that

    where is small enough and , thus is proved because .

    By , we define the functional by

    Then

    For any finite-dimensional subspace , we only need to prove

    In fact, we have

    Since all norms in a finite dimensional space are equivalent and , thus holds.

    From Corollary 3.1, for large and small enough, satisfies condition. Thus, we will find a special finite dimensional-subspace by which we construct sufficiently small minimax levels for when large enough.

    Recall that

    see [40] for this proof. For any , we can take with , supp and .

    Let

    For , imply that

    Indeed, for , define

    It is easy to show that is a maximum point of and

    Since and supp , there exists such that

    Hence, we have

    Choose such that

    and taking , from , we can take large enough and define , then we have

    Proof of Theorem 2.1. From Lemma 4.1, for any , there exists such that for , we have

    where . Furthermore, in virtue of Corollary 3.1, we obtain that condition hold for at . Therefore, by the mountain pass theorem, there is such that and .

    Finally, we prove that satisfies the estimates in Theorem 2.1.

    Since is a critical point of , there holds for

    Taking , we get the estimate (2.2) and taking yields the estimate (2.3).

    To obtain the multiplicity of critical points, we will adopt the index theory defined by the Krasnoselski genus.

    Proof of Theorem 2.2. Denote the set of all symmetric (in the sense that ) and closed subsets of by . For any let gen be the Krasnoselski genus and

    where is the set of all odd homeomorphisms and is the number from Lemma 4.1. Then is a version of Benci's pseudoindex [3]. implies that is even. Set

    If is finite and satisfies condition, then we know that all are critical values for .

    Step 1. We show that satisfies condition at all levels .

    To complete the claim, we need to estimate the level in special finite-dimensional subspaces.

    Similar to proof in Lemma 4.1, for any , and , one can choose functions with supp supp if , and .

    Let be such that supp . Set

    and define

    Then . Observe that for each ,

    and for

    Set

    Since and supp , there exists such that

    Consequently, there holds

    Choose small that . Thus for any and , there exists such that , we can choose a -dimensional subspace with and

    From Corollary 3.1, we know that satisfies the condition at all levels . Then all are critical values.

    Step 2. We prove that (2.1) has at least pairs of solutions by the mountain-pass theorem.

    By Lemma 4.1, we know that satisfies the mountain pass geometry structure. From step 1, we note that also satisfies condition at all levels . By the usual critical point theory, all are critical levels and has at least pairs of nontrivial critical points satisfying

    Thus, (2.1) has at least pairs of solutions. Finally, as in the proof of Theorem 2.1, we know that these solutions satisfy the estimates (2.2) and (2.3).

    In this paper, we have obtained the existence and multiplicity of standing wave solutions for a class of perturbed fractional p-Laplacian systems involving critical exponents by variational methods. In the next work, we will extend the study to the case of perturbed fractional p-Laplacian systems with electromagnetic fields.

    The author is grateful to the referees and the editor for their valuable comments and suggestions.

    The author declares no conflict of interest.

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