<?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">APM</journal-id><journal-title-group><journal-title>Advances in Pure Mathematics</journal-title></journal-title-group><issn pub-type="epub">2160-0368</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/apm.2021.114020</article-id><article-id pub-id-type="publisher-id">APM-108646</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>
 
 
  Global Attractors and Their Dimension Estimates for a Class of Generalized Kirchhoff Equations
 
</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>Lujiao</surname><given-names>Yang</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><pub-date pub-type="epub"><day>06</day><month>04</month><year>2021</year></pub-date><volume>11</volume><issue>04</issue><fpage>317</fpage><lpage>333</lpage><history><date date-type="received"><day>12,</day>	<month>March</month>	<year>2021</year></date><date date-type="rev-recd"><day>22,</day>	<month>April</month>	<year>2021</year>	</date><date date-type="accepted"><day>25,</day>	<month>April</month>	<year>2021</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>
 
 
  In this paper, we studied the long-time properties of solutions of generalized Kirchhoff-type equation with strongly damped terms. Firstly, appropriate assumptions are made for the nonlinear source term 
  <em>g</em> (<em>u</em>) and Kirchhoff stress term 
  <em>M</em> (<em>s</em>) in the equation, and the existence and uniqueness of the solution are proved by using uniform prior estimates of time and Galerkin’s finite element method. Then, abounded absorption set 
  <em>B</em>
  <sub>0<em>k</em></sub> is obtained by prior estimation, and the Rellich-kondrachov’s compact embedding theorem is used to prove that the solution semigroup 
  <em>S</em> (<em>t</em>) generated by the equation has a family of the global attractor 
  <em>A</em><sub><em>k</em></sub> in the phase space 
  <inline-formula><inline-graphic xlink:href="dit_250265b5-40f0-4b6c-b669-958eb1938010.png" xlink:type="simple"/></inline-formula>. Finally, linearize the equation and verify that the semigroups are Frechet diifferentiable on 
  <em>E<sub>k</sub></em>. Then, the upper boundary estimation of the Hausdorff dimension and Fractal dimension of a family of the global attractor 
  <em>A<sub>k</sub></em> was obtained.
 
</p></abstract><kwd-group><kwd>Generalized Kirchhoff Equation</kwd><kwd> The Existence and Uniqueness of Solution</kwd><kwd> A Family of the Global Attractor</kwd><kwd> Dimension Estimation</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The objective of this paper is to study the following initial boundary value problem of the generalized Kirchhoff equation</p><p>u t t + M ( ‖ ∇ m u ‖ p p ) ( − Δ ) 2 m u + β ( − Δ ) 2 m u t + g ( u ) = f ( x ) (1.1)</p><p>u ( x , t ) = 0 , ∂ i u ∂ v i = 0 , i = 1 , 2 , ⋯ , 2 m − 1 , x ∈ ∂ Ω (1.2)</p><p>u ( x , 0 ) = u 0 ( x ) , u t ( x , 0 ) = u 1 ( x ) , x ∈ Ω , t &gt; 0 (1.3)</p><p>where m &gt; 1 , p ≥ 2 , Ω ⊂ R n ( n ≥ 1 ) is a bounded domain with a smooth boundary ∂ Ω , M ( s ) ∈ C 2 ( [ 0, + ∞ ) ; R + ) is a real function, β ( − Δ ) 2 m u t ( β &gt; 0 ) denotes strong damping term, g ( u ) is nonlinear source term, f ( x ) denotes the external force term. The assumption of M ( s ) and g ( u ) will be given later.</p><p>In 1883, German physicist G. Kirchhoff [<xref ref-type="bibr" rid="scirp.108646-ref1">1</xref>] first introduced the following model to study the free vibration of elastic strings</p><p>ρ h ∂ 2 u ∂ 2 t + δ u t = P 0 + E h 2 L ( ∫ 0 L | u x | 2 d x ) + f ( x ) , 0 &lt; x &lt; L , t &gt; 0.</p><p>where the time variable is t, the elastic modulus is E, h is the cross-sectional area, L is the length of the string, ρ is the mass density, P 0 is the initial axial tension, δ is the resistance coefficient, f is the external force term, u = u ( x , t ) is the lateral displacement at the space coordinate x and the time t.</p><p>Since the 1980s, with the progress of science and technology and the continuous development of mathematical physics equations and Kirchhoff equation has been widely used, especially in measuring bridge vibration of engineering physics, so more and more scholars begin to pay close attention to and carries on the thorough study of Kirchhoff equation and a series of theories and research results in recent years, including the existence and uniqueness of the global solutions, global attractor and Hausdorff dimension and fractal dimension, the existence of random attractor, energy decay and blow-up of the solution, exponential attractor and inertial manifolds, etc. Among them, scholars have done a lot of research on the existence of global attractors for Kirchhoff-type equations with strong dissipation terms, the theoretical basis and research results can be found in the references ( [<xref ref-type="bibr" rid="scirp.108646-ref2">2</xref>] - [<xref ref-type="bibr" rid="scirp.108646-ref9">9</xref>] ).</p><p>In reference [<xref ref-type="bibr" rid="scirp.108646-ref10">10</xref>], Guoguang Lin, Yunlong Gao studied the existence and uniqueness of global solutions of a class of generalized Kirchhoff-type equations with nonlinear strong damping and their global attractors</p><p>u t t + ( − Δ ) m u t + ( α + β ( ‖ D m u ‖ 2 ) ) ( − Δ ) m u + g ( u ) = f ( x ) , ( x , t ) ∈ Ω &#215; [ 0 , + ∞ )</p><p>u ( x , t ) = 0 , ∂ i u ∂ v i = 0 , i = 1 , 2 , ⋯ , m − 1 , x ∈ ∂ Ω , t ∈ [ 0 , + ∞ )</p><p>u ( x , 0 ) = u 0 ( x ) , u t ( x , 0 ) = u 1 ( x ) , x ∈ Ω</p><p>By assuming the nonlinear source terms g(u), the author verifies the appropriateness of the solution and proves the existence of the global attractor.</p><p>Recently, Lin Guoguang and Guan Liping [<xref ref-type="bibr" rid="scirp.108646-ref11">11</xref>] studied the global attractor of a high-order Kirchhoff-type equation with a strong nonlinear damping term and finite dimensional estimation of its Hausdorff dimension and Fractal dimension</p><p>u t t + M ( ‖ D m u ‖ 2 ) ( − Δ ) m u + β ( − Δ ) m u t + Δ g ( u ) = f ( x )</p><p>where m &gt; 1 , Ω is a bounded domain with smooth homogeneous Dirichlet boundary ∂ Ω ∈ R n , f ( x ) denotes the external force, Δ g ( u ) denotes second order nonlinear source term, M is a general function, β &gt; 0 , β ( − Δ ) m u t is strong damping term. For more significant research results about the global attractor and its dimension estimation of Kirchhoff equation, please refer to the literature ( [<xref ref-type="bibr" rid="scirp.108646-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.108646-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.108646-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.108646-ref15">15</xref>] ).</p><p>In this paper, on the basis of literature [<xref ref-type="bibr" rid="scirp.108646-ref11">11</xref>], the rigid term ‖ D m u ‖ 2 is extended to ‖ D m u ‖ p p , the existence and uniqueness of global solutions of generalized nonlinear Kirchhoff-type equations are proved, and the existence of global attractors and their finite Hausdorff dimension and Fractal dimension of problems (1)-(3) are discussed.</p><p>For convenience, define the following spaces and notations</p><p>H = L 2 ( Ω ) , H 0 m ( Ω ) = H m ( Ω ) ∩ H 0 1 ( Ω ) , H 0 4 m ( Ω ) = H 4 m ( Ω ) ∩ H 0 1 ( Ω ) , H 0 2 m + k ( Ω ) = H 2 m + k ( Ω ) ∩ H 0 1 ( Ω ) , E 0 = H 2 m ( Ω ) &#215; L 2 ( Ω ) , f ( x ) ∈ L 2 ( Ω ) , E k = H 0 2 m + k ( Ω ) &#215; H 0 k ( Ω ) , ( k = 1 , 2 , ⋯ , 2 m ) .</p><p>( ⋅ , ⋅ ) and ‖   ⋅   ‖ represent the inner product and norms of H respectively, i.e.</p><p>( u , v ) = ∫ Ω     u ( x ) v ( x ) d x , ( u , u ) = ‖ u ‖ 2 , ‖   ⋅   ‖ = ‖ u ‖ L 2 ( Ω ) , ‖   ⋅   ‖ P = ‖ u ‖ L P ( Ω ) , ‖   ⋅   ‖ ∞ = ‖ u ‖ L ∞ ( Ω ) .</p><p>Let’s call A k ( k = 1 , 2 , ⋯ , 2 m ) is the weak global attractor of E 0 to E k , B o k is a bounded absorption set in E k , C i &gt; 0 ( i = 0 , 1 , 2 , ⋯ ) is constant.</p><p>Assume that the nonlinear source term g(u) in Equation (1.1) satisfies the following conditions</p><p>(A1) g ( u ) ∈ C ∞ ( R ) ;</p><p>(A2) J ( u ) = ∫ G ( u ) d x , where G ′ ( u ) = g ( u ) u t ;</p><p>(A3) J ( u ) ≥ − μ 4 ‖ ∇ 2 m + k u ‖ 2 − C .</p><p>The Kirchhoff-type stress term satisfies the following conditions</p><p>(A4) M ( s ) ∈ C 2 ( [ 0 , + ∞ ) , R + ) ;</p><p>(A5) ε + 1 = μ 0 ≤ M ( s ) ≤ μ 1 , where μ = { μ 0 , d d t ‖ ∇ m u ‖ 2 ≥ 0 μ 1 , d d t ‖ ∇ m u ‖ 2 &lt; 0</p><p>where μ , μ 0 , μ 1 are constant, and 0 &lt; ε &lt; min { 1 + 2 β λ 1 2 m − 1 2 , μ 0 + μ 0 2 − λ 1 − 2 m λ 1 − 2 m , 1 + β λ 1 2 m − 1 2 , 2 μ 0 β + λ 1 − 2 m } , λ 1 is the first eigenvalue of − Δ with homogeneous Dirichlet boundary conditions on Ω .</p></sec><sec id="s2"><title>2. A Priori Estimate of Smooth Solution</title><p>Lemma 1. Assume that the nonlinear terms g(u), M(s) satisfies assumptions (A1)-(A5), and f ∈ L 2 ( Ω ) , ( u 0 , v 0 ) ∈ E 0 = H 2 m ( Ω ) &#215; L 2 ( Ω ) , then the initial boundary value problem (1.1)-(1.3) has a smooth solution ( u , v ) ∈ E 0 and v ∈ L 2 ( 0, T ; H 2 m ( Ω ) )</p><p>‖ ( u , v ) ‖ E 0 2 = ‖ ∇ 2 m u ‖ 2 + ‖ v ‖ 2 ≤ ‖ Y ( 0 ) ‖ e − α 1 t + C 1 α 1 ( 1 − e − α 1 t ) . (2.1)</p><p>where v = u t + ε u , α 1 = min { a 1 , a 2 μ , 1 } , Y ( 0 ) = ‖ v 0 ‖ 2 + μ ‖ ∇ 2 m u 0 ‖ 2 + 2 J ( u 0 ) , so there’s a non-negative real number R 0 = 2 C 1 α 1 and t 1 = 1 α 1 ln ( α 1 ‖ Y ( 0 ) ‖ C 1 ) , and ∫ 0 T ‖ ∇ 2 m v ‖ 2 d t ≤ C , such that</p><p>‖ ( u , v ) ‖ E 0 2 = ‖ ∇ 2 m u ‖ 2 + ‖ v ‖ 2 ≤ R 0 2 , ( t &gt; t 1 ) . (2.2)</p><p>Proof. Set v = u t + ε u , take the inner product of both sides of Equation (1.1) with v in H, we obtain</p><p>( u t t + M ( ‖ ∇ m u ‖ p p ) ( − Δ ) 2 m u + β ( − Δ ) 2 m u t + g ( u ) , v ) = ( f ( x ) , v ) . (2.3)</p><p>( u t t , v ) = ( v t − ε v + ε 2 u , v ) ≥ 1 2 d d t ‖ v ‖ 2 − 2 ε + ε 2 2 ‖ v ‖ 2 − ε 2 2 λ 1 − 2 m ‖ ∇ 2 m u ‖ 2 . (2.4)</p><p>( M ( ‖ ∇ m u ‖ p p ) ( − Δ ) 2 m u , v ) = ( M ( ‖ ∇ m u ‖ p p ) ∇ 2 m u , ∇ 2 m ( u t + ε u ) ) = M ( ‖ ∇ m u ‖ p p ) 2 d d t ‖ ∇ 2 m u ‖ 2 + ε M ( ‖ ∇ m u ‖ p p ) ‖ ∇ 2 m u ‖ 2 ≥ μ 2 d d t ‖ ∇ 2 m u ‖ 2 + ε μ 0 ‖ ∇ 2 m u ‖ 2 . (2.5)</p><p>By using the Poincare’s inequality, we obtain</p><p>( β ( − Δ ) 2 m u t , v ) = β ‖ ∇ 2 m v ‖ 2 − ( β ε ( − Δ ) 2 m u , v ) ≥ β 2 ‖ ∇ 2 m v ‖ 2 + β λ 1 2 m 2 ‖ v ‖ 2 − 1 2 ‖ ∇ 2 m u ‖ 2 − β 2 ε 2 2 ‖ ∇ 2 m v ‖ 2 . (2.6)</p><p>The following estimation can be obtained from hypothesis (A2)</p><p>( g ( u ) , v ) = ( g ( u ) , u t ) + ε ( g ( u ) , u ) = d d t ∫ G ( u ) d x + ε ( g ( u ) , u ) ≥ d d t ∫ G ( u ) d x + ε 2 ∫ G ( u ) d x ≥ d d t J ( u ) + J ( u ) . (2.7)</p><p>By using the weighted Young’s inequality, we obtain</p><p>( f ( x ) , v ) ≤ ‖ f ( x ) ‖ ⋅ ‖ v ‖ ≤ 1 2 ε 2 ‖ f ( x ) ‖ 2 + ε 2 2 ‖ v ‖ 2 . (2.8)</p><p>Substitute inequality (2.4)-(2.8) into Equation (2.3), therefore</p><p>d d t [ ‖ v ‖ 2 + μ ‖ ∇ 2 m u ‖ 2 + 2 J ( u ) ] + ( β λ 1 2 m − 2 ε − 2 ε 2 ) ‖ v ‖ 2 + ( β − β 2 ε 2 ) ‖ ∇ 2 m v ‖ 2 + ( 2 ε μ 0 − ε 2 λ 1 − 2 m − 1 ) ‖ ∇ 2 m u ‖ 2 + 2 J ( u ) ≤ ‖ f ( x ) ‖ 2 ε 2 + C 0 . (2.9)</p><p>Let a 1 = β λ 1 2 m − 2 ε − 2 ε 2 ≥ 0 , a 2 = 2 ε μ 0 − ε 2 λ 1 − 2 m − 1 ≥ 0 , β − β 2 ε 2 ≥ 0 , and let α 1 = min { a 1 , a 2 μ , 1 } , C 1 = ‖ f ( x ) ‖ 2 ε 2 + C 0 , then Equation (2.9) can be reduced to</p><p>d d t Y ( t ) + α 1 Y ( t ) + ( β − β 2 ε 2 ) ‖ ∇ 2 m v ‖ 2 ≤ C 1 . (2.10)</p><p>According to hypothesis (A3)</p><p>( ‖ v ‖ 2 + ‖ ∇ 2 m u ‖ 2 ) min ( 1 , μ 2 ) ≤ ‖ v ‖ 2 + μ 2 ‖ ∇ 2 m u ‖ 2 + ( μ 2 ‖ ∇ 2 m u ‖ 2 + 2 J ( u ) ) ≤ C . (2.11)</p><p>Then</p><p>Y ( t ) = ‖ v ‖ 2 + μ ‖ ∇ 2 m u ‖ 2 + 2 J ( u ) &gt; 0. (2.12)</p><p>By using the Gronwall’s inequality, we get</p><p>‖ ( u , v ) ‖ E 0 2 = ‖ ∇ 2 m u ‖ 2 + ‖ v ‖ 2 ≤ ‖ Y ( 0 ) ‖ e − α 1 t + C 1 α 1 ( 1 − e − α 1 t ) . (2.13)</p><p>And</p><p>l i m t → ∞ &#175; ‖ ( u , v ) ‖ E 0 2 ≤ C 1 α 1 . (2.14)</p><p>So, there are constants R 0 = 2 C 1 α 1 and t 1 = 1 α 1 ln ( α 1 ‖ Y ( 0 ) ‖ C 1 ) &gt; 0 , we obtain</p><p>‖ ( u , v ) ‖ E 0 2 = ‖ ∇ 2 m u ‖ 2 + ‖ v ‖ 2 ≤ R 0 2 , ( t &gt; t 1 ) (2.15)</p><p>The Lemma 1 is proved.</p><p>Lemma 2. Assume that the nonlinear terms g(u), M(s) satisfies assumptions (A1)-(A5), and f ∈ H k ( Ω ) , ( u 0 , v 0 ) ∈ E k = H 2 m + k ( Ω ) &#215; H k ( Ω ) , ( k = 1 , 2 , ⋯ , 2 m ) , then the initial boundary value problem (1.1)-(1.3) has a smooth solution u ( x , t ) , u t ( x , t ) + ε u ( x , t ) = v ( x , t ) satisfy</p><p>‖ ( u , v ) ‖ E k 2 = ‖ ∇ 2 m + k u ‖ 2 + ‖ ∇ k v ‖ 2 ≤ C 2 e − α 2 t + C 2 α 2 ( 1 − e − α 2 t ) . (2.16)</p><p>where v = u t + ε u , α 2 = min { b 1 , b 2 μ } , Z ( 0 ) = ‖ ∇ k v ( 0 ) ‖ 2 + μ ‖ ∇ 2 m + k u ( 0 ) ‖ 2 , so there are non-negative real number R 1 = 2 C 2 α 2 and t 2 = 1 α 2 ln ( α 2 ‖ Z ( 0 ) ‖ C 2 ) &gt; 0 , such that</p><p>‖ ( u , v ) ‖ E k 2 = ‖ ∇ 2 m + k u ‖ 2 + ‖ ∇ k v ‖ 2 ≤ R 1 2 , ( t &gt; t 2 ) . (2.17)</p><p>Proof. Set ( − Δ ) k v = ( − Δ ) k u t + ε ( − Δ ) k u , take the inner product of both sides of equation(1.1) with ( − Δ ) k v in H, we obtain</p><p>( u t t + M ( ‖ ∇ m u ‖ p p ) ( − Δ ) 2 m u + β ( − Δ ) 2 m u t + g ( u ) , ( − Δ ) k v ) = ( f ( x ) , ( − Δ ) k v ) . (2.18)</p><p>( u t t , ( − Δ ) k v ) = ( v t − ε v + ε 2 u , ( − Δ ) k v ) ≥ 1 2 d d t ‖ ∇ k v ‖ 2 − 2 ε + ε 2 2 ‖ ∇ k v ‖ 2 − ε 2 2 λ 1 2 m ‖ ∇ 2 m + k u ‖ 2 . (2.19)</p><p>According to hypothesis (A5), and use a proof method similar to lemma 1, we can get</p><p>( M ( ‖ ∇ m u ‖ p p ) ( − Δ ) 2 m u , ( − Δ ) k v ) = M ( ‖ ∇ m u ‖ p p ) 1 2 d d t ‖ ∇ 2 m + k u ‖ 2 + ε M ( ‖ ∇ m u ‖ p p ) ‖ ∇ 2 m + k u ‖ 2 ≥ μ 2 d d t ‖ ∇ 2 m + k u ‖ 2 + ε μ 0 ‖ ∇ 2 m + k u ‖ 2 . (2.20)</p><p>By using Poincare’s inequality and Young’s inequality, we have</p><p>( β ( − Δ ) 2 m u t , ( − Δ ) k v ) = β ( ( − Δ ) 2 m v − ε ( − Δ ) 2 m u , ( − Δ ) k v ) ≥ β 2 ‖ ∇ 2 m + k v ‖ 2 + β λ 1 2 m 2 ‖ ∇ k v ‖ 2 − 1 2 ‖ ∇ 2 m + k u ‖ 2 − β 2 ε 2 2 ‖ ∇ 2 m + k v ‖ 2 . (2.21)</p><p>( g ( u ) , ( − Δ ) k v ) = ‖ g ( u ) ‖ ∞ ‖ ∇ 2 k v ‖ ≥ − β 8 ‖ ∇ 2 m + k v ‖ 2 − C 3 . (2.22)</p><p>where C 3 = 2 ‖ g ( u ) ‖ ∞ β λ 1 2 m − k .</p><p>( f ( x ) , ( − Δ ) k v ) = ( ∇ k f ( x ) , ∇ k v ) ≤ ‖ ∇ k f ‖ 2 2 ε 2 + ε 2 2 ‖ ∇ k v ‖ 2 . (2.23)</p><p>Substitute inequality (2.19)-(2.23) to (2.18), therefore</p><p>d d t [ ‖ ∇ k v ‖ 2 + μ ‖ ∇ 2 m + k u ‖ 2 ] + ( β λ 1 2 m − 2 ε − 2 ε 2 ) ‖ ∇ k v ‖ 2 + ( 2 ε μ 0 − ε 2 λ 1 2 m − 1 ) ‖ ∇ 2 m + k u ‖ 2 + ( 3 β 4 − β 2 ε 2 ) ‖ ∇ 2 m + k v ‖ 2 ≤ ‖ ∇ k f ( x ) ‖ 2 ε 2 + C 3 . (2.24)</p><p>Obviously, there is a non-negative ε , such that b 1 = β λ 1 2 m − 2 ε − 2 ε 2 ≥ 0 , b 2 = 2 ε μ 0 − ε 2 λ 1 2 m − 1 ≥ 0 , 3 β 4 − β 2 ε 2 ≥ 0 , let α 2 = min { b 1 , b 2 μ } , C 2 = ‖ ∇ k f ( x ) ‖ 2 ε 2 + C 3 , then (2.24) can reduce to</p><p>d d t Z ( t ) + α 2 Z ( t ) + ( 3 β 4 − β 2 ε 2 ) ‖ ∇ 2 m + k v ‖ 2 ≤ C 2 . (2.25)</p><p>where</p><p>Z ( t ) = ‖ ∇ k v ‖ 2 + μ ‖ ∇ 2 m + k u ‖ 2 &gt; 0. (2.26)</p><p>By using Gronwall’s inequality, we can get</p><p>‖ ( u , v ) ‖ E k 2 = ‖ ∇ k v ‖ 2 + μ ‖ ∇ 2 m + k u ‖ 2 ≤ Z ( 0 ) e − α 2 t + C 2 α 2 ( 1 − e − α 2 t ) . (2.27)</p><p>and</p><p>l i m t → ∞ &#175; ‖ ( u , v ) ‖ E k 2 ≤ C 2 α 2 . (2.28)</p><p>So, there are constants R 1 = 2 C 2 α 2 and t 2 = 1 α 2 ln ( α 2 ‖ Z ( 0 ) ‖ C 2 ) &gt; 0 , we obtain</p><p>‖ ( u , v ) ‖ E k 2 = ‖ ∇ 2 m + k u ‖ 2 + ‖ ∇ k v ‖ 2 ≤ R 1 2 , ( t &gt; t 2 ) . (2.29)</p><p>The Lemma 2 is proved.</p></sec><sec id="s3"><title>3. Existence and Uniqueness of Solutions</title><p>Theorem 1 Assume that the nonlinear terms g(u), M(s) satisfies (A1)-(A5), f ∈ H , ( u 0 , v 0 ) ∈ E 0 , then the initial boundary (1)-(3) exists a unique smooth solution ( u , v ) ∈ L ∞ ( [ 0 , + ∞ ) ; E 0 ) . Proof. To prove the existence, the application of Calerkin’s method is divided into the following three steps.</p><p>1) Approximate solution.</p><p>Suppose the eigenvector ω j of ( ( − Δ ) 2 m ) ω j = λ j 2 m ω j generates an orthonormal basis for H 2 m , where λ j is the eigenvalue of − Δ with homogeneous</p><p>Dirichlet boundary on Ω , the k-order approximation u k ( t ) is defined as follows: u k ( t ) ∈ S p a n [ ω 1 , ω 2 , ⋯ , ω k ] , u k ( t ) = ∑ j = 1 k     g j k ( t ) ω j .</p><p>( u ″ k ( t ) , ω j ) + M ( ‖ ∇ m u k ( t ) ‖ p p ) ( ∇ 2 m u k ( t ) , ∇ 2 m ω j )   + β ( ∇ 2 m u ′ ( t ) , ∇ 2 m ω j ) + ( g ( u k ) , ω j ) = ( f ( x ) , ω j ) (3.1)</p><p>where j = 1 , 2 , ⋯ , k .</p><p>u k ( 0 ) = u 0 k , u ′ k ( 0 ) = u 1 k and<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x146.png" xlink:type="simple"/></inline-formula>.</p><p>In H, <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x147.png" xlink:type="simple"/></inline-formula>, the system of ordinary differential equations with respect to <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x148.png" xlink:type="simple"/></inline-formula> can be determined on the interval<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x149.png" xlink:type="simple"/></inline-formula>, we need to prove that<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x150.png" xlink:type="simple"/></inline-formula>.</p><p>2) Prior estimate.</p><p>According to the conclusion and proof method of lemma 1, <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x151.png" xlink:type="simple"/></inline-formula>is uniformly bounded on<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x152.png" xlink:type="simple"/></inline-formula>, that is</p><disp-formula id="scirp.108646-formula4"><label>(3.2)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x153.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula5"><label>(3.3)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x154.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula6"><label>(3.4)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x155.png"  xlink:type="simple"/></disp-formula><p>where R is a constant independent of k. According to lemma2, we get<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x156.png" xlink:type="simple"/></inline-formula>, therefore<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x157.png" xlink:type="simple"/></inline-formula>, inequality (3.2)-(3.4) indicate <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x158.png" xlink:type="simple"/></inline-formula> is bounded in<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x159.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x160.png" xlink:type="simple"/></inline-formula>is bounded in<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x161.png" xlink:type="simple"/></inline-formula>, in fact, we can get <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x162.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="/html.scirp.org/file/6-5301947x163.png" xlink:type="simple"/></inline-formula>.</p><p>3) Limit process.</p><p>According to Danford-Pttes throrem, space <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x164.png" xlink:type="simple"/></inline-formula> is conjugated to space<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x165.png" xlink:type="simple"/></inline-formula>, space <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x166.png" xlink:type="simple"/></inline-formula> is conjugated to space<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x167.png" xlink:type="simple"/></inline-formula>, select the subsequence <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x168.png" xlink:type="simple"/></inline-formula> from the sequence<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x169.png" xlink:type="simple"/></inline-formula>, such that</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x170.png" xlink:type="simple"/></inline-formula>is weak * convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x171.png" xlink:type="simple"/></inline-formula>;</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x172.png" xlink:type="simple"/></inline-formula>is weak * convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x173.png" xlink:type="simple"/></inline-formula>;</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x174.png" xlink:type="simple"/></inline-formula>is weak convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x175.png" xlink:type="simple"/></inline-formula>.</p><p>By the Rellich-Kohdrachov compact embedding theorem, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x176.png" xlink:type="simple"/></inline-formula>is compact embedded in <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x177.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x178.png" xlink:type="simple"/></inline-formula>, then <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x179.png" xlink:type="simple"/></inline-formula> converges strongly almost everywhere in <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x180.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x181.png" xlink:type="simple"/></inline-formula>.</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x182.png" xlink:type="simple"/></inline-formula>converges in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x183.png" xlink:type="simple"/></inline-formula>;</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x184.png" xlink:type="simple"/></inline-formula>is weak * convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x185.png" xlink:type="simple"/></inline-formula>;</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x186.png" xlink:type="simple"/></inline-formula>is weak * convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x187.png" xlink:type="simple"/></inline-formula>.</p><p>Because of<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x188.png" xlink:type="simple"/></inline-formula>, so</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x189.png" xlink:type="simple"/></inline-formula>is weak * convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x189.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x190.png" xlink:type="simple"/></inline-formula>.</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x191.png" xlink:type="simple"/></inline-formula>is converges in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x192.png" xlink:type="simple"/></inline-formula>.</p><p>From Equation (3.1), the following formula can be derived <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x193.png" xlink:type="simple"/></inline-formula> this is true for<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x194.png" xlink:type="simple"/></inline-formula>.</p><p>By the density of the base<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x195.png" xlink:type="simple"/></inline-formula>, then for<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x196.png" xlink:type="simple"/></inline-formula>, the following equation is established</p><disp-formula id="scirp.108646-formula7"><graphic  xlink:href="//html.scirp.org/file/6-5301947x197.png"  xlink:type="simple"/></disp-formula><p>Then <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x198.png" xlink:type="simple"/></inline-formula> is weak convergence in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x198.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x199.png" xlink:type="simple"/></inline-formula>, and in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x198.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x200.png" xlink:type="simple"/></inline-formula>, we establish</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x201.png" xlink:type="simple"/></inline-formula>;</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x202.png" xlink:type="simple"/></inline-formula>;</p><disp-formula id="scirp.108646-formula8"><graphic  xlink:href="//html.scirp.org/file/6-5301947x203.png"  xlink:type="simple"/></disp-formula><p>So <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x204.png" xlink:type="simple"/></inline-formula> is satisfied for all j, so that existence can be proved.</p><p>Then prove the uniqueness of the solution.</p><p>Assume <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x205.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x206.png" xlink:type="simple"/></inline-formula> are solutions of Equation (1.1), let<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x207.png" xlink:type="simple"/></inline-formula>, and substitute <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x208.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x209.png" xlink:type="simple"/></inline-formula> into this equation, we can obtain</p><disp-formula id="scirp.108646-formula9"><label>(3.5)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x210.png"  xlink:type="simple"/></disp-formula><p>Take the inner product of both sides of Equation (3.5) with <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x211.png" xlink:type="simple"/></inline-formula> in H, then</p><disp-formula id="scirp.108646-formula10"><label>(3.6)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x212.png"  xlink:type="simple"/></disp-formula><p>According to Sobolev embedding theorem, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x213.png" xlink:type="simple"/></inline-formula>, there exists constant<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x213.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x214.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.108646-formula11"><label>(3.7)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x215.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.108646-formula12"><label>(3.8)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x216.png"  xlink:type="simple"/></disp-formula><p>By lemma 1, lemma 2, differential mean value theorem and Young’s inequality, we can obtain</p><disp-formula id="scirp.108646-formula13"><label>(3.9)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x217.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x218.png" xlink:type="simple"/></inline-formula>.</p><p>According to the hypothesis (A1), we get</p><disp-formula id="scirp.108646-formula14"><label>(3.10)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x219.png"  xlink:type="simple"/></disp-formula><p>Substitute inequality (3.9), (3.10) to (3.6), we get</p><disp-formula id="scirp.108646-formula15"><label>(3.11)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x220.png"  xlink:type="simple"/></disp-formula><p>By using Gronwall’s inequality, we get</p><disp-formula id="scirp.108646-formula16"><label>(3.12)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x221.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x222.png" xlink:type="simple"/></inline-formula>.</p><p>So we can get</p><disp-formula id="scirp.108646-formula17"><label>(3.13)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x223.png"  xlink:type="simple"/></disp-formula><p>Then<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x224.png" xlink:type="simple"/></inline-formula>, so<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x225.png" xlink:type="simple"/></inline-formula>, then the uniqueness of solutions is proved.</p><p>The theorem 1 is proved completely.</p></sec><sec id="s4"><title>4. The Existence of the Family of Global Attractor</title><p>Theorem 2 [<xref ref-type="bibr" rid="scirp.108646-ref16">16</xref>] Assume that E is a Banach space, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x226.png" xlink:type="simple"/></inline-formula>is a semigroup operator onE, and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x227.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x228.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x229.png" xlink:type="simple"/></inline-formula>, where I is unit operator, suppose <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x230.png" xlink:type="simple"/></inline-formula> satisfies the following conditions:</p><p>1) Semigroup S(t) is uniformly bounded in E, that is for all<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x231.png" xlink:type="simple"/></inline-formula>, it exists a constant C(r), such that<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x231.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x232.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.108646-formula18"><graphic  xlink:href="//html.scirp.org/file/6-5301947x233.png"  xlink:type="simple"/></disp-formula><p>2) It exists a bounded absorbing set<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x234.png" xlink:type="simple"/></inline-formula>, that is for all<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x235.png" xlink:type="simple"/></inline-formula>, it exists a constant<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x235.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x236.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.108646-formula19"><graphic  xlink:href="//html.scirp.org/file/6-5301947x237.png"  xlink:type="simple"/></disp-formula><p>3) <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x238.png" xlink:type="simple"/></inline-formula>is completely continuous operator.</p><p>Thus there is a compact global attractor <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x239.png" xlink:type="simple"/></inline-formula> for the semigroup operator<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x240.png" xlink:type="simple"/></inline-formula>.</p><p>If the Banach space E is changed to Hilbert space <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x241.png" xlink:type="simple"/></inline-formula> in theorem 2, the existence theorem of the family of the global attractors can be obtained.</p><p>Theorem 3 Under the assumption of lemma 1, lemma 2 and theorem 1, problem (1.1)-(1.3) exist a family of the global attractors <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x242.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.108646-formula20"><graphic  xlink:href="//html.scirp.org/file/6-5301947x243.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x244.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x245.png" xlink:type="simple"/></inline-formula>is a bounded absorbing set in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x246.png" xlink:type="simple"/></inline-formula>, that is exists a compact set <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x247.png" xlink:type="simple"/></inline-formula> satisfies the following conditions:</p><p>1) <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x248.png" xlink:type="simple"/></inline-formula></p><p>2)<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x249.png" xlink:type="simple"/></inline-formula>, (<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x249.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x250.png" xlink:type="simple"/></inline-formula>is bounded set), where</p><disp-formula id="scirp.108646-formula21"><graphic  xlink:href="//html.scirp.org/file/6-5301947x251.png"  xlink:type="simple"/></disp-formula><p>S(t) is the solution semigroup generated by problem (1.1)-(1.3).</p><p>Proof. We need to prove the three conditions of theorem 2, according to theorem 1, lemma 2, we know the problem (1.1)-(1.3) could generate the solution semigroup<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x252.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x252.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x253.png" xlink:type="simple"/></inline-formula>.</p><p>1) According to lemma 1 and lemma 2, we know that for any bounded set<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x254.png" xlink:type="simple"/></inline-formula>, and</p><disp-formula id="scirp.108646-formula22"><graphic  xlink:href="//html.scirp.org/file/6-5301947x255.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula23"><graphic  xlink:href="//html.scirp.org/file/6-5301947x256.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x257.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x257.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x258.png" xlink:type="simple"/></inline-formula>, it indicates <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x257.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x258.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x259.png" xlink:type="simple"/></inline-formula> is uniformly bounded in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x257.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x258.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x259.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x260.png" xlink:type="simple"/></inline-formula>.</p><p>2) According to lemma 2, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x261.png" xlink:type="simple"/></inline-formula>, for <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x261.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x262.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.108646-formula24"><graphic  xlink:href="//html.scirp.org/file/6-5301947x263.png"  xlink:type="simple"/></disp-formula><p>Thus, semigroup S(t) exists bounded absorbing set<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x264.png" xlink:type="simple"/></inline-formula>.</p><p>3) <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x265.png" xlink:type="simple"/></inline-formula>is compact embedded, it indicates the bounded set in <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x266.png" xlink:type="simple"/></inline-formula> is the compact set in<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x266.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x267.png" xlink:type="simple"/></inline-formula>, so semigroup operator S(t) is completely continuous. Furthermore we can get semigroup operator S(t) exists a compact family of the</p><p>global attractor<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x268.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 3 is proved.</p></sec><sec id="s5"><title>5. Estimation of the Dimension of the Family of Global Attractors</title><p>Let’s consider the linearization problem of (1.1)-(1.3)</p><disp-formula id="scirp.108646-formula25"><label>(5.1)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x269.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula26"><label>(5.2)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x270.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula27"><label>(5.3)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x271.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x273.png" xlink:type="simple"/></inline-formula>is the solution of the problem (1.1)-(1.3) which take <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x273.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x274.png" xlink:type="simple"/></inline-formula> as the initial value.<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x273.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x274.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x275.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x273.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x274.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x275.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x276.png" xlink:type="simple"/></inline-formula>, it can be proved that for any<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x273.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x274.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x275.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x276.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x277.png" xlink:type="simple"/></inline-formula>, linearized initial boundary value problem (5.1)-(5.3) have unique solution<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x273.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x274.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x275.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x276.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x277.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x278.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 4. The Frechet derivative of mapping <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula> is the linear operator <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula> on<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x281.png" xlink:type="simple"/></inline-formula>, thus for any<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x282.png" xlink:type="simple"/></inline-formula>, mapping <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x283.png" xlink:type="simple"/></inline-formula> is Frechet differentiable on<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x284.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x284.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x285.png" xlink:type="simple"/></inline-formula> is the solution to Equations (5.1)-(5.3). Proof. Let<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x284.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x285.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x286.png" xlink:type="simple"/></inline-formula>,</p><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x287.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x287.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x288.png" xlink:type="simple"/></inline-formula>, define<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x287.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x288.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x289.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x287.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x288.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x289.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x290.png" xlink:type="simple"/></inline-formula>, c is a constant. We can get the Lipschitz property of S(t) on the bounded set<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x287.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x288.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x289.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x290.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x291.png" xlink:type="simple"/></inline-formula>, that is</p><disp-formula id="scirp.108646-formula28"><label>(5.4)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x292.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x293.png" xlink:type="simple"/></inline-formula> is the solution of problem (1.1)-(1.3), we have</p><disp-formula id="scirp.108646-formula29"><label>(5.5)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x294.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula30"><label>(5.6)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x295.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x296.png" xlink:type="simple"/></inline-formula>, we obtained</p><disp-formula id="scirp.108646-formula31"><label>(5.7)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x297.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x298.png" xlink:type="simple"/></inline-formula>.</p><disp-formula id="scirp.108646-formula32"><label>(5.8)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x299.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula33"><label>(5.9)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x300.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x301.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.108646-formula34"><label>(5.10)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x302.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x303.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.108646-formula35"><label>(5.11)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x304.png"  xlink:type="simple"/></disp-formula><p>Take the inner product of (5.5) with<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x305.png" xlink:type="simple"/></inline-formula>, we get</p><disp-formula id="scirp.108646-formula36"><label>(5.12)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x306.png"  xlink:type="simple"/></disp-formula><p>And we get</p><disp-formula id="scirp.108646-formula37"><label>(5.13)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x307.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x308.png" xlink:type="simple"/></inline-formula>, according to lemma 1, lemma 2, differential mean value theorem, interpolation inequality and Poincare’s inequality, we obtained</p><disp-formula id="scirp.108646-formula38"><label>(5.14)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x309.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula39"><graphic  xlink:href="//html.scirp.org/file/6-5301947x310.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula40"><label>(5.15)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x311.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula41"><label>(5.16)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x312.png"  xlink:type="simple"/></disp-formula><p>Sum up (5.14)-(5.16), we get</p><disp-formula id="scirp.108646-formula42"><label>(5.17)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x313.png"  xlink:type="simple"/></disp-formula><p>Then substitute inequality (5.14)-(5.17) to inequality (5.12), and by using Young’s inequality, Poincare’s inequality can obtained</p><disp-formula id="scirp.108646-formula43"><label>(5.18)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x314.png"  xlink:type="simple"/></disp-formula><p>According to Gronwall’s inequality, we get</p><disp-formula id="scirp.108646-formula44"><label>(5.19)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x315.png"  xlink:type="simple"/></disp-formula><p>According to (5.19), we can get<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x316.png" xlink:type="simple"/></inline-formula>, the following is established</p><disp-formula id="scirp.108646-formula45"><label>(5.20)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x317.png"  xlink:type="simple"/></disp-formula><p>The theorem 4 is proved.</p><p>The following will show that the family of the global attractor <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x318.png" xlink:type="simple"/></inline-formula> have finite Hausdorff dimension and Fractal dimension.</p><p>Theorem 5 In theorem 3, the family of the global attractor <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x319.png" xlink:type="simple"/></inline-formula> of equation (1.1)-(1.3) have finite Hausdorff dimension and Fractal dimension, and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x319.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x320.png" xlink:type="simple"/></inline-formula>.</p><p>Proof we can write Equation (1.1) as</p><disp-formula id="scirp.108646-formula46"><label>(5.21)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x321.png"  xlink:type="simple"/></disp-formula><p>Suppose<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x322.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x322.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x323.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x322.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x323.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x324.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x322.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x323.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x324.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x325.png" xlink:type="simple"/></inline-formula>, is a isomorphic mapping, and Equation (5.21) can write as</p><disp-formula id="scirp.108646-formula47"><label>(5.22)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x326.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x327.png" xlink:type="simple"/></inline-formula>.</p><disp-formula id="scirp.108646-formula48"><graphic  xlink:href="//html.scirp.org/file/6-5301947x328.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula49"><label>(5.23)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x329.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula50"><label>(5.24)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x330.png"  xlink:type="simple"/></disp-formula><p>Assume <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x331.png" xlink:type="simple"/></inline-formula> is Frechet differential, then linearize Equation (5.23), we get</p><disp-formula id="scirp.108646-formula51"><label>(5.25)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x332.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.108646-formula52"><graphic  xlink:href="//html.scirp.org/file/6-5301947x333.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x334.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x334.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x335.png" xlink:type="simple"/></inline-formula>, U is the solution of Equation (5.22).</p><p>For a fixed<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x336.png" xlink:type="simple"/></inline-formula>, assume <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x336.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x337.png" xlink:type="simple"/></inline-formula> are elements of<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x336.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x338.png" xlink:type="simple"/></inline-formula>, and suppose <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x336.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x338.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x339.png" xlink:type="simple"/></inline-formula> are solutions of linear Equation (5.1), and corresponding initial values are<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x336.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x338.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x339.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x340.png" xlink:type="simple"/></inline-formula>, so we have</p><disp-formula id="scirp.108646-formula53"><label>(5.26)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x341.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x342.png" xlink:type="simple"/></inline-formula> denotes the exterior product, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x342.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x343.png" xlink:type="simple"/></inline-formula>denotes the trace of the operator, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x342.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x343.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x344.png" xlink:type="simple"/></inline-formula>is the orthogonal projection from space <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x342.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x343.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x344.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x345.png" xlink:type="simple"/></inline-formula> to<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x342.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x343.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x344.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x345.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x346.png" xlink:type="simple"/></inline-formula>.</p><p>For a given time<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x347.png" xlink:type="simple"/></inline-formula>, assume <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x347.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x348.png" xlink:type="simple"/></inline-formula> is orthonormal basis of<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x347.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x348.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x349.png" xlink:type="simple"/></inline-formula>.</p><p>Define the inner product of <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x350.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.108646-formula54"><graphic  xlink:href="//html.scirp.org/file/6-5301947x351.png"  xlink:type="simple"/></disp-formula><p>To sum up, we get</p><disp-formula id="scirp.108646-formula55"><label>(5.27)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x352.png"  xlink:type="simple"/></disp-formula><p>And</p><disp-formula id="scirp.108646-formula56"><label>(5.28)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x353.png"  xlink:type="simple"/></disp-formula><p>By using Holder inequality, Young’s inequality and Poincare inequality</p><disp-formula id="scirp.108646-formula57"><label>(5.29)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x354.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.108646-formula58"><graphic  xlink:href="//html.scirp.org/file/6-5301947x355.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x356.png" xlink:type="simple"/></inline-formula>, then we get</p><disp-formula id="scirp.108646-formula59"><label>(5.30)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x357.png"  xlink:type="simple"/></disp-formula><p>Because of <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x358.png" xlink:type="simple"/></inline-formula> is orthonormal basis, thus</p><disp-formula id="scirp.108646-formula60"><label>(5.31)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x359.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula61"><label>(5.32)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x360.png"  xlink:type="simple"/></disp-formula><p>There exists<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x361.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x361.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x362.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.108646-formula62"><label>(5.33)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x363.png"  xlink:type="simple"/></disp-formula><p>So</p><disp-formula id="scirp.108646-formula63"><label>(5.34)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x364.png"  xlink:type="simple"/></disp-formula><p>Then assume<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x365.png" xlink:type="simple"/></inline-formula>, A is bounded absorbing set of<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x365.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x366.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x365.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x366.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x367.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x365.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x366.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x367.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x368.png" xlink:type="simple"/></inline-formula>, let</p><disp-formula id="scirp.108646-formula64"><label>(5.35)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x369.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.108646-formula65"><label>(5.36)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x370.png"  xlink:type="simple"/></disp-formula><p>By the inequality (5.34)-(5.36), we can get</p><disp-formula id="scirp.108646-formula66"><label>(5.37)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x371.png"  xlink:type="simple"/></disp-formula><p>Thus, the Lyapunov exponent of <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x372.png" xlink:type="simple"/></inline-formula> is uniformly bounded, that is</p><disp-formula id="scirp.108646-formula67"><label>(5.38)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x373.png"  xlink:type="simple"/></disp-formula><p>So, there exists a<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x374.png" xlink:type="simple"/></inline-formula>, such that</p><disp-formula id="scirp.108646-formula68"><label>(5.39)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x375.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x376.png" xlink:type="simple"/></inline-formula> is the eigenvalue of A, and<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x376.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x377.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.108646-formula69"><label>(5.40)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x378.png"  xlink:type="simple"/></disp-formula><p>So</p><disp-formula id="scirp.108646-formula70"><label>(5.41)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/6-5301947x379.png"  xlink:type="simple"/></disp-formula><p>Thus, we can get the conclusion<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/6-5301947x380.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Lin, G.G. and Yang, L.J. (2021) Global Attractors and Their Dimension Estimates for a Class of Generalized Kirchhoff Equations. Advances in Pure Mathematics, 11, 317-333. https://doi.org/10.4236/apm.2021.114020</p></sec></body><back><ref-list><title>References</title><ref id="scirp.108646-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Kirchhoff, G. (1883) Vorlesungen Fiber Mechanic. Tenbner, Stuttgart.</mixed-citation></ref><ref id="scirp.108646-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Masamro, H. and Yoshio, Y. (1991) On Some Nonlinear Wave Equations 2: Global Existence and Energy Decay of Solutions. Journal of the Faculty of Science, University of Tokyo, Section, 38, 239-250.</mixed-citation></ref><ref id="scirp.108646-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Cavalcanti, M.M., Cavalcanti, V.N.D., Filho, J.S.P. and Soriano, J.A. 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