<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JAMP</journal-id><journal-title-group><journal-title>Journal of Applied Mathematics and Physics</journal-title></journal-title-group><issn pub-type="epub">2327-4352</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jamp.2018.67125</article-id><article-id pub-id-type="publisher-id">JAMP-86146</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  The Exponential Attractor for a Class of Kirchhoff-Type Equations with Strongly Damped Terms and Source Terms
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Guoguang</surname><given-names>Lin</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Xiangshuang</surname><given-names>Xia</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Mathematics, Yunnan University, Kunming, China</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>15925159599@163.com(GL)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>10</day><month>07</month><year>2018</year></pub-date><volume>06</volume><issue>07</issue><fpage>1481</fpage><lpage>1493</lpage><history><date date-type="received"><day>31,</day>	<month>May</month>	<year>2018</year></date><date date-type="rev-recd"><day>21,</day>	<month>July</month>	<year>2018</year>	</date><date date-type="accepted"><day>24,</day>	<month>July</month>	<year>2018</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  This paper studies 
  the
   
  exponential attractor for a class of the Kirchhoff-type equations with strongly damped terms and source terms. The exponential attractor is also called the 
  inertial fractal set, which is an intermediate step between global attractors and inertial manifolds.
   
  Obtaining a set that attracts all the trajectories of the dynamical system at an exponential rate by the methods of Eden A. Under appropriate assumptions, we firstly construct an invariantly compact set. Secondly, showing the solution semigroups of the Kirchhoff-type equations is squeezing and Lipschitz continuous. Finally, the finite fractal dimension of the exponential attractor is obtained.
 
</p></abstract><kwd-group><kwd>Exponential Attractor</kwd><kwd> Inertial Fractal Set</kwd><kwd> Lipschitz Continuous</kwd><kwd> Squeezing Property</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In this paper, we concerned the equation:</p><p>{ u t t − M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) Δ u − β Δ u t + g 1 ( u , v ) = f 1 ( x ) , v t t + M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ( − Δ ) m v + β ( − Δ ) m v t + g 2 ( u , v ) = f 2 ( x ) , u ( x , 0 ) = u 0 ( x ) ,   u t ( x , 0 ) = u 1 ( x ) ,   x ∈ Ω , v ( x , 0 ) = v 0 ( x ) ,   v t ( x , 0 ) = v 1 ( x ) ,   x ∈ Ω , u | ∂ Ω = 0 ,   v | ∂ Ω = 0 ,   ∂ i v ∂ μ i | ∂ Ω = 0     ( i = 1 , 2 , ⋯ , m − 1 ) , (1)</p><p>where Ω is a bounded domain in Rn with a smooth boundary ∂ Ω , β &gt; 1 is a constant and f i ( x ) ( i = 1 , 2 ) is a given out force term. Moreover, M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) is a scalar function.</p><p>Then the assumptions on M and g i ( u , v ) will be specified later.</p><p>For an infinitely dynamic system with dissipative properties, studying the asymptotic behavior of its dynamical system is an important issue in mathematical physics. In generally, the asymptotic behavior of the dynamic system is characterized by global attractors, uniform attractors, pull back attractors, and random attractors. The relevant research results on the autonomous system can be found in the literature [<xref ref-type="bibr" rid="scirp.86146-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref4">4</xref>] . The relevant results for non-autonomous and stochastic systems can be found in the literature [<xref ref-type="bibr" rid="scirp.86146-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref7">7</xref>] . However, the attraction rates of these attractors are low and some are even difficult to estimate. In order to overcome these difficulties, people introduced the concept of exponential attractors. The exponential attractor is a positively invariant compact set with finite fractal dimensions and attracts the solution orbit at an exponential rate. It is a tangible concept between the global attractor and the inertial manifold. It can be understood as the intersection of an absorption set and an inertial manifold. In addition, the exponential attractor has a uniform orbital exponential attraction rate, making it more stable to disturbances. Therefore, it is extremely important to study the exponential attractor of an infinite-dimensional dynamical dissipative system.</p><p>For the exponential attractor, Eden et al. [<xref ref-type="bibr" rid="scirp.86146-ref8">8</xref>] proposed the concept of inertial sets which were compact sets of finite fractal dimension and attracted all the solutions with an exponential rate of convergence as early as in 1990. They showed the long time dynamics of the dissipative evolution equations are characterized by an inertial set. Then, in 1995, A Eden et al. [<xref ref-type="bibr" rid="scirp.86146-ref9">9</xref>] first proposed the concept of an exponential attractor (also called inertial sets). In the paper, they presented a new construction of exponential attractors based on the control of Lyapunov exponents over a compact, invariant set. In the same time, they also discussed various applications to Navier-Stokes system. There are more similar references (see [<xref ref-type="bibr" rid="scirp.86146-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref11">11</xref>] ).</p><p>By the 21st century, the research on the exponential attractors of the dynamical system has been further developed. Firstly, in 2003, Shang Yadong and Guo Boling [<xref ref-type="bibr" rid="scirp.86146-ref12">12</xref>] considered the asymptotic behavior of solutions for the following nonclassical diffusion equation:</p><p>u t − ν Δ u t − ∑ [ δ ( u x i ) ] x i + g ( u ) = f ( x , t ) . (2)</p><p>Under appropriate assumptions, they showed the squeezing property and the existence of the exponential attractor for this equation. Meanwhile, they also made the estimates on its fractal dimension.</p><p>Secondly, in 2010, Meihua Yang and Chunyou Sun [<xref ref-type="bibr" rid="scirp.86146-ref13">13</xref>] studied the following strongly damped wave equation on a bounded domain Ω ⊂ R 3 with smooth boundary ∂ Ω :</p><p>{ ∂ t t u − Δ ∂ t u − Δ u + f ( u ) = g ( x ) , ( u ( 0 ) , ∂ t u ( 0 ) ) = ( u 0 , v 0 ) , u | ∂ Ω = 0. (3)</p><p>They obtained the global attractor and exponential attractor with finite fractal dimension under appropriate conditions. Thereafter, Yang Zhijian and Li Xiao [<xref ref-type="bibr" rid="scirp.86146-ref14">14</xref>] studied the existence of the finite dimension global attractors and exponential attractors for the dynamical system associated with the Kirchhoff type equation with a strong dissipation.</p><p>Finally, in 2016, Ruijin Lou, Penghui Lv and Guoguang Lin [<xref ref-type="bibr" rid="scirp.86146-ref15">15</xref>] considered a class of generalized nonlinear Kirchhoff-Sine-Gordon equation as following:</p><p>u t t − β Δ u t + α u t − ϕ ( ‖ ∇ u ‖ 2 ) Δ u + g ( sin u ) = f ( x ) . (4)</p><p>They obtained the exponential attractors and inertial manifolds for above equation. In addition, Yunlong Gao et al. also made their own contribution to the research of the exponential attractor (see [<xref ref-type="bibr" rid="scirp.86146-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.86146-ref19">19</xref>] ).</p><p>Although the study of exponential attractors has continued to develop, the study of the exponential attractors of the system of equations is not universal. As a result, this has spurred our desire to explore the exponential attractor for a class of the Kirchhoff-type equations with strongly damped terms and source terms. In this paper, our main difficulty is the handling of M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) and nonlinear terms g i ( u , v ) . But after many attempts, we finally solved this problem.</p><p>The paper is arranged as follows. In Section 2, we introduced some notations and basic concepts. In Section 3, we proved the existence of the exponential attractor and estimated the fractal dimension.</p></sec><sec id="s2"><title>2. Preliminaries</title><p>For convenience, we need to introduce the following notations:</p><p>H = L 2 ( Ω ) , ‖ . ‖ = ‖ . ‖ L 2 ( Ω ) , ‖ . ‖ L q = ‖ . ‖ L q ( Ω ) ,</p><p>V 0 = H 0 1 ( Ω ) &#215; H 0 m ( Ω ) &#215; L 2 ( Ω ) &#215; L 2 ( Ω ) ,</p><p>V 1 = ( H 2 ( Ω ) ∩ H 0 1 ( Ω ) ) &#215; ( H 2 m ( Ω ) ∩ H 0 1 ( Ω ) ) &#215; H 0 1 ( Ω ) &#215; H 0 m ( Ω ) , C i ( i = 1 , 2 , ⋯ ) are denoted as different positive constants.</p><p>Next, we give some assumptions in the proof of our results.</p><p>(H<sub>1</sub>) 0 ≤ m 0 ≤ M ( s ) ≤ m 1 , M ( s ) ∈ C 1 ( Ω ) ,</p><p>(H<sub>2</sub>) g i ( u , v ) ∈ C 1 ( Ω ) , ( i = 1 , 2 ) .</p><p>(H<sub>3</sub>) β &gt; m 1 λ N + 1 m 2 + C λ 1 − m 2 , m ≥ 1.</p><p>Then, we denote the inner product and norm in V 0 as follows:</p><p>∀ U i = ( u i , v i , p i , q i ) ∈ V 0 , ( i = 1 , 2 ) , we have</p><p>( U 1 , U 2 ) V 0 = ( ∇ u 1 , ∇ u 2 ) + ( ∇ m v 1 , ∇ m v 2 ) + ( p 1 , p 2 ) + ( q 1 , q 2 ) , (5)</p><p>‖ U 1 ‖ V 0 2 = ‖ ∇ u 1 ‖ 2 + ‖ ∇ m v 1 ‖ 2 + ‖ p 1 ‖ 2 + ‖ q 1 ‖ 2 . (6)</p><p>Setting ∀ U = ( u , v , p , q ) T ∈ V 0 , p = u t + ε u , q = v t + ε v , then equation (1) can be converted into the following first-order evolution equation</p><p>U t + H ( U ) = F ( U ) , (7)</p><p>where</p><p>H ( U ) = ( ε u − p ε v − q − ε p + β ( − Δ ) p + ε 2 u + ( 1 − β ε ) ( − Δ ) u − ε q + β ( − Δ ) m q + ε 2 v + ( 1 − β ε ) ( − Δ ) m v ) , (8)</p><p>F ( U ) = ( 0 0 [ 1 − M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ] ( − Δ ) u − g 1 ( u , v ) + f 1 ( x ) [ 1 − M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ] ( − Δ ) m v − g 2 ( u , v ) + f 2 ( x ) ) . (9)</p><p>In order to accomplish the proof, we need to construct a map. Let V 0 , V 1 are two Hilbert spaces with V 1 → V 0 is dense and continuous injection, and V 1 → V 0 is compact. Let S ( t ) is a solution semigroup generated by Equation (7).</p><p>Definition 2.1 ( [<xref ref-type="bibr" rid="scirp.86146-ref12">12</xref>] ) A compact set M ⊂ V is called an exponential attractor of ( D ( A ) , V ) type for ( S ( t ) , B ) if A ⊆ M ⊆ B and</p><p>1) S ( t ) M ⊆ M , ∀ t ≥ 0 ,</p><p>2) M has finite fractal dimension, d F ( M ) &lt; + ∞ ,</p><p>3) There exist positive constants C 0 , C 1 such that</p><p>d i s t V ( S ( t ) B , M ) ≤ C 0 e − C 1 t ,   ∀ t &gt; 0 , (10)</p><p>where</p><p>d i s t V ( A , B ) = sup x ∈ A inf y ∈ B ‖ x − y ‖ V ,</p><p>B is a positively invariant set for S ( t ) in V.</p><p>Definition 2.2 ( [<xref ref-type="bibr" rid="scirp.86146-ref12">12</xref>] ) If for every δ ∈ ( 0 , 1 8 ) , there exists a time t * &gt; 0 , an</p><p>integer N 0 ≥ 1 , and an orthogonal projection P N 0 of rank equal to N 0 such that for every U and V in B, either</p><p>‖ S ( t * ) U − S ( t * ) V ‖ V ≤ δ ‖ U − V ‖ V , (11)</p><p>or</p><p>‖ Q N 0 ( S ( t * ) U − S ( t * ) V ) ‖ V ≤ ‖ P N 0 ( S ( t * ) U − S ( t * ) V ) ‖ V , (12)</p><p>then we call S ( t ) is squeezing in B, where Q N 0 = I − P N 0 .</p><p>Theorem 2.1 [<xref ref-type="bibr" rid="scirp.86146-ref20">20</xref>] Assume that</p><p>1) S ( t ) possesses a ( V 1 , V 0 ) -compact attractor A,</p><p>2) S ( t ) exists a positive invariant compact set B ⊂ V 0 ,</p><p>3) S ( t ) is a Lipschitz continuous map with a Lipschitz continuous function l ( t ) on B, such that ‖ S ( t ) u − S ( t ) v ‖ V ≤ l ( t ) ‖ u − v ‖ V , and satisfied the discrete squeezing property on B.</p><p>Then S ( t ) has a ( V 1 , V 0 ) -compact exponential attractor M and</p><p>M = ∪ 0 ≤ t ≤ t * S ( t ) M * , (13)</p><p>where</p><p>M * = A ∪ ( ∪ j = 1 ∞ ∪ k = 1 ∞ S ( t * ) j ( E ( k ) ) ) . (14)</p><p>Moreover, the fractal dimension of M satisfies d F ( M ) ≤ 1 + c N 0 , where N 0 , E ( k ) are defined as in [<xref ref-type="bibr" rid="scirp.86146-ref20">20</xref>]</p><p>Proposition 2.1 [<xref ref-type="bibr" rid="scirp.86146-ref12">12</xref>] There exists t 0 ( B 0 ) such that</p><p>B = ∪ 0 ≤ t ≤ t 0 S ( t ) B 0 &#175;</p><p>is the positive invariant set of S ( t ) in V 0 , and B attracts all bounded subsets of V 1 , where B 0 is a closed bounded adsorbing set for S ( t ) in V 1 .</p><p>Proposition 2.2 Let B 0 , B 1 respectively are closed bounded adsorbing set of Equation (7) in V 0 , V 1 , then S ( t ) possesses a ( V 1 , V 0 ) -compact attractor A.</p></sec><sec id="s3"><title>3. The Exponential Attractor</title><p>In [<xref ref-type="bibr" rid="scirp.86146-ref21">21</xref>] , under of the appropriate hypothesizes, the initial boundary value problem Equation (1) exists unique smooth. This solution possesses the following properties:</p><p>‖ U ‖ V 0 2 = ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 + ‖ p ‖ 2 + ‖ q ‖ 2 ≤ C ( R 0 ) , (15)</p><p>‖ U ‖ V 1 2 = ‖ Δ u ‖ 2 + ‖ Δ m v ‖ 2 + ‖ ∇ p ‖ 2 + ‖ ∇ m q ‖ 2 ≤ C ( R 1 ) . (16)</p><p>We denote the solution in Theorem 2.1 by S ( t ) ( U 0 ) = U , the S ( t ) is a continuous semigroup in V 0 , There exist the balls:</p><p>B 1 = { U ∈ V 0 : ‖ U ‖ V 0 2 ≤ C ( R 0 ) } , (17)</p><p>B 2 = { U ∈ V 1 : ‖ U ‖ V 1 2 ≤ C ( R 1 ) } , (18)</p><p>respectively is a absorbing set of S ( t ) in V 0 and V 1 .</p><p>Lemma 3.1 For ∀ U = ( u , v , p , q ) T ∈ V 0 , when</p><p>0 &lt; ε &lt; min { 1 , λ 1 ( 3 − 2 β ) 2 , λ 1 m ( 3 − 2 β ) 2 , − 5 − 2 λ 1 β + ( 5 + 2 λ 1 β ) 2 + 16 λ 1 β 4 ,                                     − 5 − 2 λ 1 m β + ( 5 + 2 λ 1 m β ) 2 + 16 λ 1 m β 4 } ,</p><p>we can obtain</p><p>( H ( U ) , U ) V 0 ≥ k 1 ‖ U ‖ V 0 2 + k 2 ( ‖ ∇ p ‖ 2 + ‖ ∇ m q ‖ 2 ) . (19)</p><p>Proof. By (5), (8) we get</p><p>( H ( U ) , U ) V 0 = ( ε ∇ u − ∇ p , ∇ u ) + ( − ε p + β ( − Δ ) p + ε 2 u + ( 1 − β ε ) ( − Δ ) u , p )       + ( ε ∇ m v − ∇ m q , ∇ m v ) + ( − ε q + β ( − Δ ) m q + ε 2 v + ( 1 − β ε ) ( − Δ ) m v , q ) = ε ‖ ∇ u ‖ 2 − ε ‖ p ‖ 2 + β ‖ ∇ p ‖ 2 + ε 2 ( u , p ) − β ε ( ∇ u , ∇ p )       + ε ‖ ∇ m v ‖ 2 − ε ‖ q ‖ 2 + β ‖ ∇ m q ‖ 2 + ε 2 ( v , q ) − β ε ( ∇ m v , ∇ m q ) . (20)</p><p>By employing holder’s inequality, Young’s inequality and Poincare inequality, we process the terms in (20), we have</p><p>ε 2 ( u , p ) ≥ − ε 2 2 ‖ u ‖ 2 − ε 2 2 ‖ p ‖ 2 ≥ − ε 2 2 λ 1 ‖ ∇ u ‖ 2 − ε 2 2 ‖ p ‖ 2 . (21)</p><p>ε 2 ( v , q ) ≥ − ε 2 2 ‖ v ‖ 2 − ε 2 2 ‖ q ‖ 2 ≥ − ε 2 2 λ 1 m ‖ ∇ m v ‖ 2 − ε 2 2 ‖ q ‖ 2 . (22)</p><p>− β ε ( ∇ u , ∇ p ) ≥ − β ε 2 ‖ ∇ u ‖ 2 − β ε 2 ‖ ∇ p ‖ 2 . (23)</p><p>− β ε ( ∇ m v , ∇ m q ) ≥ − β ε 2 ‖ ∇ m v ‖ 2 − β ε 2 ‖ ∇ m q ‖ 2 . (24)</p><p>By the value of ε , and substituting (21)-(24), we have</p><p>( H ( U ) , U ) V 0 ≥ ( ε − β ε 2 − ε 2 2 λ 1 ) ‖ ∇ u ‖ 2 + ( β 2 − β ε 2 ) ‖ ∇ p ‖ 2 + ( − ε 2 2 − ε ) ‖ p ‖ 2     + β 2 ‖ ∇ p ‖ 2 + ( ε − β ε 2 − ε 2 2 λ 1 m ) ‖ ∇ m v ‖ 2 + ( β 2 − β ε 2 ) ‖ ∇ m q ‖ 2     + ( − ε 2 2 − ε ) ‖ q ‖ 2 + β 2 ‖ ∇ m q ‖ 2 ≥ ε 4 ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 + ‖ p ‖ 2 + ‖ q ‖ 2 ) + β 2 ( ‖ ∇ p ‖ 2 + ‖ ∇ m q ‖ 2 ) = ε 4 ‖ U ‖ V 0 2 + β 2 ( ‖ ∇ p ‖ 2 + ‖ ∇ m q ‖ 2 ) = k 1 ‖ U ‖ V 0 2 + k 2 ( ‖ ∇ p ‖ 2 + ‖ ∇ m q ‖ 2 ) (25)</p><p>where k 1 = ε 4 , k 2 = β 2 .</p><p>The proof is completed.</p><p>Let S ( t ) U 0 = U ( t ) = ( u ( t ) , v ( t ) , p ( t ) , q ( t ) ) T where p ( t ) = u t ( t ) + ε u ( t ) ,</p><p>q ( t ) = v t ( t ) + ε v ( t ) , S ( t ) V 0 = V ( t ) = ( u ( t ) &#175; , v ( t ) &#175; , p ( t ) &#175; , q ( t ) &#175; ) T ,</p><p>where p ( t ) &#175; = u t ( t ) &#175; + ε u ( t ) &#175; , q ( t ) &#175; = v t ( t ) &#175; + ε v ( t ) &#175; .</p><p>Next set ϕ ( t ) = S ( t ) U 0 − S ( t ) V 0 = U ( t ) − V ( t ) = ( w 1 ( t ) , w 2 ( t ) , z 1 ( t ) , z 2 ( t ) ) T , where z 1 ( t ) = w 1 t ( t ) + ε w 1 ( t ) , z 2 ( t ) = w 2 t ( t ) + ε w 2 ( t ) ,then ϕ ( t ) satisfies:</p><p>ϕ t ( t ) + H U − H V + F ( U ) − F ( V ) = 0 , (26)</p><p>ϕ ( 0 ) = U 0 − V 0 . (27)</p><p>In order to certify Equation (1) exists a exponential attractor, we first show the semigroup S ( t ) of system (1) is Lipschitz continuous on B.</p><p>Lemma 3.2 For ∀   U 0 , V 0 ∈ B , where U 0 , V 0 is the initial values of problem(1), and t ≥ 0 , we have</p><p>‖ S ( t ) U 0 − S ( t ) V 0 ‖ V 0 2 ≤ e k t ‖ U 0 − V 0 ‖ V 0 2 . (28)</p><p>Proof. Taking the inner product of the Equation (26) with ϕ ( t ) in V 0 , we have</p><p>1 2 d d t ‖ ϕ ( t ) ‖ V 0 2 + ( H U − H V , ϕ ( t ) ) V 0 − ( ( − Δ ) w 1 ( t ) , z 1 ( t ) ) − ( ( − Δ ) m w 2 ( t ) , z 2 ( t ) ) + ( M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ( − Δ ) u − M ( ‖ ∇ u &#175; ‖ 2 + ‖ ∇ m v &#175; ‖ 2 ) ( − Δ ) u &#175; , z 1 ( t ) ) + ( M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ( − Δ ) m v − M ( ‖ ∇ u &#175; ‖ 2 + ‖ ∇ m v &#175; ‖ 2 ) ( − Δ ) m v &#175; , z 2 ( t ) ) + ( g 1 ( u &#175; , v &#175; ) − g 1 ( u , v ) , z 1 ( t ) ) + ( g 2 ( u &#175; , v &#175; ) − g 2 ( u , v ) , z 2 ( t ) ) = 0. (29)</p><p>Next, we deal with the following items one by one.</p><p>Similar to Lemma 3.1, we easily obtain</p><p>( H U − H V , ϕ ( t ) ) V 0 = ( H ( ϕ ( t ) ) , ϕ ( t ) ) V 0 ≥ k 1 ‖ ϕ ( t ) ‖ V 0 2 + k 2 ( ‖ ∇ z 1 ( t ) ‖ 2 + ‖ ∇ m z 2 ( t ) ‖ 2 ) (30)</p><p>For convenience, let’s call s = ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 , s &#175; = ‖ ∇ u &#175; ‖ 2 + ‖ ∇ m v &#175; ‖ 2 , then by (H<sub>1</sub>) and using the mean value theorem, young’s inequality, we have</p><p>( M ( s &#175; ) ( − Δ ) u &#175; − M ( s ) ( − Δ ) u , z 1 ( t ) ) = ( M ( s &#175; ) ( − Δ ) u &#175; − M ( s &#175; ) ( − Δ ) u + M ( s &#175; ) ( − Δ ) u − M ( s ) ( − Δ ) u , z 1 ( t ) ) ≤ | ( M ( s &#175; ) ( − Δ ) w 1 ( t ) , z 1 ( t ) ) | + | ( M ′ ( ξ ) ( s &#175; − s ) ( − Δ ) u , z 1 ( t ) ) |</p><p>≤ m 1 λ 1 − 1 2 2 ‖ ∇ w 1 ( t ) ‖ 2 + m 1 λ 1 1 2 2 ‖ ∇ z 1 ( t ) ‖ 2     + C 2 ‖ M ′ ( ξ ) ‖ ∞ ( ‖ ∇ w 1 ( t ) ‖ + ‖ ∇ m w 2 ( t ) ‖ ) ‖ ( − Δ ) u ‖ ‖ z 1 ( t ) ‖ ≤ m 1 λ 1 − 1 2 2 ‖ ∇ w 1 ( t ) ‖ 2 + m 1 λ 1 1 2 2 ‖ ∇ z 1 ( t ) ‖ 2 + C 3 λ 1 − 1 2 ( ‖ ∇ w 1 ( t ) ‖ + ‖ ∇ m w 2 ( t ) ‖ ) ‖ ∇ z 1 ( t ) ‖ ≤ ( m 1 + C 3 ) λ 1 − 1 2 2 ‖ ∇ w 1 ( t ) ‖ 2 + C 3 λ 1 − 1 2 2 ‖ ∇ m w 2 ( t ) ‖ 2 + ( m 1 λ 1 1 2 2 + C 3 λ 1 − 1 2 ) ‖ ∇ z 1 ( t ) ‖ 2 . (31)</p><p>Similar to the above process</p><p>( M ( s &#175; ) ( − Δ ) m v &#175; − M ( s ) ( − Δ ) m v , z 2 ( t ) ) ≤ ( m 1 + C 4 ) λ 1 − m 2 2 ‖ ∇ m w 2 ( t ) ‖ 2 + C 4 λ 1 − m 2 2 ‖ ∇ w 1 ( t ) ‖ 2 + ( m 1 λ 1 m 2 2 + C 4 λ 1 − m 2 ) ‖ ∇ m z 2 ( t ) ‖ 2 . (32)</p><p>For the last two terms, we apply the mean value theorem, Young’s inequality and Poincare inequality, by (H<sub>2</sub>), we have</p><p>∑ i = 1 2 ( g i ( u , v ) − g i ( u &#175; , v &#175; ) , z i ( t ) ) ≤ ∑ i = 1 2 ( ‖ g i u ( ς , v ) ‖ ∞ ‖ w 1 ( t ) ‖ ‖ z i ( t ) ‖ + ‖ g i v ( u &#175; , η ) ‖ ∞ ‖ w 2 ( t ) ‖ ‖ z i ( t ) ‖ ) ≤ ∑ i = 1 2 ( C 5 λ 1 − 1 2 ‖ ∇ w 1 ( t ) ‖ ‖ z i ( t ) ‖ + C 6 λ 1 − m 2 ‖ ∇ m w 2 ( t ) ‖ ‖ z i ( t ) ‖ ) ≤ ∑ i = 1 2 ( C 5 λ 1 − 1 2 ( ‖ ∇ w 1 ( t ) ‖ 2 + ‖ z i ( t ) ‖ 2 ) + C 6 λ 1 − m 2 ( ‖ ∇ m w 2 ( t ) ‖ 2 + ‖ z i ( t ) ‖ 2 ) ) ≤ C 7 ‖ ϕ ( t ) ‖ V 0 2 , (33)</p><p>where</p><p>C 7 = max { C 5 λ 1 − 1 2 , C 6 λ 1 − m 2 , C 5 λ 1 − 1 2 + C 6 λ 1 − m 2 2 }</p><p>Integrating (30)-(33) into (29), we have</p><p>1 2 d d t ‖ ϕ ( t ) ‖ V 0 2 + k 1 ‖ ϕ ( t ) ‖ V 0 2 + ( k 2 − m 1 λ 1 1 2 2 − C 3 λ 1 − 1 2 ) ‖ ∇ z 1 ( t ) ‖ 2 + ( k 2 − m 1 λ 1 m 2 2 − C 4 λ 1 − m 2 ) ‖ ∇ m z 2 ( t ) ‖ 2 ≤ ( C 7 + C 8 ) ‖ ϕ ( t ) ‖ V 0 2</p><p>where</p><p>c 8 = max { ( m 1 + C 3 + 1 ) λ 1 − 1 2 2 + C 4 λ 1 − m 2 2 , ( m 1 + C 4 + 1 ) λ 1 − m 2 2 + C 3 λ 1 − 1 2 2 } .</p><p>By (H<sub>1</sub>), (H<sub>3</sub>) we using Gronwall inequality, we have</p><p>‖ ϕ ( t ) ‖ V 0 2 ≤ e 2 ( C 7 + C 8 ) t ‖ ϕ ( 0 ) ‖ V 0 2 = e k t ‖ ϕ ( 0 ) ‖ V 0 2 , (34)</p><p>where k = 2 ( C 7 + C 8 ) , so we have</p><p>‖ S ( t ) U 0 − S ( t ) V 0 ‖ V 0 2 ≤ e k t ‖ U 0 − V 0 ‖ V 0 2 . (35)</p><p>The proved is ended.</p><p>Now, we introduce the operator</p><p>A = − Δ : D ( A ) → H ; D ( A ) = { u , v ∈ H | A u , A m v ∈ H } .</p><p>Obviously, A is an unbounded self-adjoin positive operator and A<sup>−1</sup> is compact. So, there is an orthonormal basis { ω i } i = 1 ∞ of H consisting of eigenvectors ω j of A such that A ω j = λ j ω j , 0 &lt; λ 1 ≤ λ 2 ≤ ⋯ ≤ λ j → + ∞ . ∀ N denote by P = P n : H → s p a n { ω 1 , ⋯ , ω N } the projector, Q = Q N = I − P N .</p><p>As follows, we will need</p><p>‖ A 1 2 u ‖ ≥ λ N + 1 1 2 ‖ u ‖ , u ∈ Q N H , ‖ A 1 2 u ‖ = ‖ ∇ u ‖ , u ∈ D ( A 1 2 ) ,</p><p>‖ A Q N u ‖ = ‖ Q N A u ‖ ≤ ‖ A u ‖ , u ∈ D ( A ) ,</p><p>‖ A m 2 v ‖ ≥ λ N + 1 m 2 ‖ v ‖ , v ∈ Q N H , ‖ A m 2 u ‖ = ‖ ∇ m v ‖ ,   v ∈ D ( A m 2 )</p><p>‖ A m Q N v ‖ = ‖ Q N A m v ‖ ≤ ‖ A m v ‖ , v ∈ D ( A ) ,</p><p>Lemma 3.3 For ∀   U 0 , V 0 ∈ B , where U 0 , V 0 is the initial values of problem (1). Let</p><p>Q n 0 ( t ) = Q n 0 ( U ( t ) − V ( t ) ) = Q n 0 ϕ ( t ) = ϕ n 0 ( t ) = ( w n 0 1 ( t ) , w n 0 2 ( t ) , z n 0 1 ( t ) , z n 0 2 ( t ) ) T ,</p><p>then we have</p><p>‖ ϕ n 0 ( t ) ‖ V 0 2 ≤ ( e − 2 k 1 t + ( C 11 + C 12 ) λ N + 1 − 1 2 2 k 1 k e k t ) ‖ ϕ ( 0 ) ‖ V 0 2 . (36)</p><p>Proof. Applying Q n 0 to (26), we have</p><p>ϕ n 0 t ( t ) + Q n 0 ( H U − H V ) + Q n 0 ( F ( U ) − F ( V ) ) = 0 . (37)</p><p>Taking the inner product of (37) with ϕ n 0 t ( t ) in V 0 , we have</p><p>1 2 d d t ‖ ϕ n 0 ( t ) ‖ V 0 2 + k 1 ‖ ϕ n 0 ( t ) ‖ V 0 2 + k 2 ( ‖ ∇ z n 0 1 ( t ) ‖ 2 + ‖ ∇ m z n 0 2 ( t ) ‖ 2 ) − ( ( − Δ ) w n 0 1 ( t ) , z n 0 1 ( t ) ) − ( ( − Δ ) m w n 0 2 ( t ) , z n 0 2 ( t ) ) + ( Q n 0 ( M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ( − Δ ) u − M ( ‖ ∇ u &#175; ‖ 2 + ‖ ∇ m v &#175; ‖ 2 ) ( − Δ ) u &#175; ) , z n 0 1 ( t ) ) + ( Q n 0 ( M ( ‖ ∇ u ‖ 2 + ‖ ∇ m v ‖ 2 ) ( − Δ ) m v − M ( ‖ ∇ u &#175; ‖ 2 + ‖ ∇ m v &#175; ‖ 2 ) ( − Δ ) m v &#175; ) , z n 0 2 ( t ) ) + ( Q n 0 ( g 1 ( u , v ) − g 1 ( u &#175; , v &#175; ) ) , z n 0 1 ( t ) ) + ( Q n 0 ( g 2 ( u , v ) − g 2 ( u &#175; , v &#175; ) ) , z n 0 2 ( t ) ) = 0. (38)</p><p>Next, we deal with the following items one by one.</p><p>( Q n 0 ( M ( s &#175; ) ( − Δ ) u &#175; − M ( s ) ( − Δ ) u ) , z n 0 1 ( t ) ) = ( M ( s n 0 &#175; ) ( − Δ ) u n 0 &#175; − M ( s n 0 ) ( − Δ ) u n 0 , z n 0 1 ( t ) ) ≤ ( m 1 + C 9 ) λ N + 1 − 1 2 2 ‖ ∇ w n 0 1 ( t ) ‖ 2 + C 9 λ N + 1 − 1 2 2 ‖ ∇ m w n 0 2 ( t ) ‖ 2       + ( m 1 λ N + 1 1 2 2 + C 9 λ N + 1 − 1 2 ) ‖ ∇ z n 0 1 ( t ) ‖ 2 . (39)</p><p>Similar to the above process</p><p>( Q n 0 ( M ( s &#175; ) ( − Δ ) m v &#175; − M ( s ) ( − Δ ) m v ) , z n 0 2 (t))</p><p>= ( M ( s n 0 &#175; ) ( − Δ ) m v n 0 &#175; − M ( s n 0 ) ( − Δ ) m v n 0 , z n 0 2 ( t ) ) ≤ ( m 1 + C 10 ) λ N + 1 − m 2 2 ‖ ∇ m w n 0 2 ( t ) ‖ 2 + C 10 λ N + 1 − m 2 2 ‖ ∇ m w n 0 1 ( t ) ‖ 2       + ( m 1 λ N + 1 m 2 2 + C 10 λ N + 1 − m 2 ) ‖ ∇ z n 0 1 ( t ) ‖ 2 . (40)</p><p>For the last two terms, we apply the mean value theorem, Young’s inequality and Poincare inequality, by (H<sub>2</sub>), we have</p><p>∑ i = 1 2 ( Q n 0 ( g i ( u , v ) − g i ( u &#175; , v &#175; ) ) , z n 0 i ( t ) ) = ∑ i = 1 2 ( g i ( u n 0 , v n 0 ) − g i ( u n 0 &#175; , v n 0 &#175; ) , z n 0 i ( t ) ) ≤ ∑ i = 1 2 ( C 5 λ N + 1 − 1 2 ‖ ∇ w n 0 1 ( t ) ‖ ‖ z n 0 i ( t ) ‖ + C 6 λ N + 1 − m 2 ‖ ∇ m w n 0 2 ( t ) ‖ ‖ z n 0 i ( t ) ‖ ) ≤ ∑ i = 1 2 ( C 5 λ N + 1 − 1 2 ( ‖ ∇ w n 0 1 ( t ) ‖ 2 + ‖ z n 0 i ( t ) ‖ 2 ) + C 6 λ N + 1 − m 2 ( ‖ ∇ m w n 0 2 ( t ) ‖ 2 + ‖ z n 0 i ( t ) ‖ 2 ) ) ≤ C 11 λ N + 1 − 1 2 ‖ ϕ n 0 ( t ) ‖ V 0 2 , (41)</p><p>where</p><p>C 11 = max { C 5 , C 6 , C 5 + C 6 2 }</p><p>Integrating (39)-(41) into (38), by (H<sub>3</sub>) we have</p><p>1 2 d d t ‖ ϕ n 0 ( t ) ‖ V 0 2 + k 1 ‖ ϕ ( t ) ‖ V 0 2 ≤ ( C 11 + C 12 ) λ N + 1 − 1 2 ‖ ϕ ( t ) ‖ V 0 2 ≤ ( C 11 + C 12 ) λ N + 1 − 1 2 e k t ‖ U 0 − V 0 ‖ V 0 2 = ( C 11 + C 12 ) λ N + 1 − 1 2 e k t ‖ ϕ ( 0 ) ‖ V 0 2 , (42)</p><p>where</p><p>C 12 = m 1 + C 3 + C 4 + 1 2</p><p>Using Gronwall inequality, we have</p><p>‖ ϕ n 0 ( t ) ‖ V 0 2 ≤ ( e − 2 k 1 t + ( C 11 + C 12 ) λ N + 1 − 1 2 2 k 1 k e k t ) ‖ ϕ ( 0 ) ‖ V 0 2 , (43)</p><p>The proved is ended.</p><p>Lemma 3.4 (squeezing property) For ∀   U 0 , V 0 ∈ B , if</p><p>‖ P n 0 ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 ≤ ‖ ( I − P n 0 ) ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 , (44)</p><p>then we have</p><p>‖ S ( t * ) U 0 − S ( t * ) V 0 ‖ V 0 ≤ 1 8 ‖ U 0 − V 0 ‖ V 0 . (45)</p><p>Proof. If ‖ P n 0 ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 ≤ ‖ ( I − P n 0 ) ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 , then</p><p>‖ S ( t * ) U 0 − S ( t * ) V 0 ‖ V 0 2 ≤ ‖ P n 0 ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 + ‖ ( I − P n 0 ) ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 ≤ 2 ‖ ( I − P n 0 ) ( S ( t * ) U 0 − S ( t * ) V 0 ) ‖ V 0 2 ≤ 2 ( e − 2 k 1 t * + ( C 11 + C 12 ) λ N + 1 − 1 2 2 k 1 k e k t * ) ‖ U 0 − V 0 ‖ V 0 2 . (46)</p><p>Let t * be large enough</p><p>e − 2 k 1 t * ≤ 1 256 . (47)</p><p>Also let n 0 be large enough</p><p>( C 11 + C 12 ) λ N + 1 − 1 2 2 k 1 k e k t * ≤ 1 256 . (48)</p><p>Subsituting (46), (47) into (45), we have</p><p>‖ S ( t * ) U 0 − S ( t * ) V 0 ‖ V 0 ≤ 1 8 ‖ U 0 − V 0 ‖ V 0 . (49)</p><p>The prove to complete.</p><p>Theorem 3.1 Under the above assumptions, U 0 ∈ V k , k = 1 , 2 , f ∈ H . Then the initial boundary value problem (1) the solution semigroup has a ( V 1 , V 0 ) -compact exponential attractor M on B,</p><p>M = ∪ 0 ≤ t ≤ t * S ( t ) ( A ∪ ( ∪ j = 1 ∞ ∪ k = 1 ∞ S ( t * ) j ( E ( k ) ) ) ) ,</p><p>and the fractal dimension is satisfied d F ( M ) ≤ 1 + c N 0 .</p><p>Proof. According to Theorem 2.1, Lemma 3.2, Lemma 3.3, Theorem 3.1 is easily proven.</p></sec><sec id="s4"><title>4. Conclusion</title><p>In this paper, we studied the exponential attractor for a class of the Kirchhoff-type equations with strongly damped terms and source terms, and obtained the finite fractal dimension of the exponential attractor. Next, we will study the existence of random attractors for this dynamic system.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors would like to thanks for the anonymous referees for their valuable comments and suggestions sincerely. 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