<?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">AM</journal-id><journal-title-group><journal-title>Applied Mathematics</journal-title></journal-title-group><issn pub-type="epub">2152-7385</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/am.2015.64068</article-id><article-id pub-id-type="publisher-id">AM-56037</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 Dimension Estimation of the 2D Generalized MHD System with Extra Force
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>haoqin</surname><given-names>Yuan</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>Liang</surname><given-names>Guo</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>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-group><aff id="aff1"><addr-line>Department of Mathematics, Yunnan University, Kunming, China</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>yuanzq091@163.com(HY)</email>;<email>yuanzq091@163.com(LG)</email>;<email>gglin@ynu.edu.cn(GL)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>10</day><month>04</month><year>2015</year></pub-date><volume>06</volume><issue>04</issue><fpage>724</fpage><lpage>736</lpage><history><date date-type="received"><day>16</day>	<month>March</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>26</month>	<year>April</year>	</date><date date-type="accepted"><day>29</day>	<month>April</month>	<year>2015</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, firstly, some priori estimates are obtained for the existence and uniqueness of solu-tions of a two dimensional generalized magnetohydrodynamic (MHD) system. Then the existence of the global attractor is proved. Finally, the upper bound estimation of the Hausdorff and fractal dimension of attractor is got.
 
</p></abstract><kwd-group><kwd>MHD System</kwd><kwd> Existence</kwd><kwd> Global Attractor</kwd><kwd> Dimension Estimation</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In this paper, we study the following magnetohydrodynamic system:</p><disp-formula id="scirp.56037-formula125"><label>(1.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x6.png"  xlink:type="simple"/></disp-formula><p>here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x7.png" xlink:type="simple"/></inline-formula> is bounded set, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x8.png" xlink:type="simple"/></inline-formula>is the bound of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x9.png" xlink:type="simple"/></inline-formula>, where u is the velocity vector field, v is the magnetic</p><p>vector field, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x10.png" xlink:type="simple"/></inline-formula>are the kinematic viscosity and diffusivity constants respectively.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x11.png" xlink:type="simple"/></inline-formula>. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x12.png" xlink:type="simple"/></inline-formula>.</p><p>When<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x13.png" xlink:type="simple"/></inline-formula>, problem (1.1) reduces to the MHD equations. In particular, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x14.png" xlink:type="simple"/></inline-formula>, problem (1.1) becomes the ideal MHD equations. It is therefore reasonable to call (1.1) a system of generalized MHD equations, or simply GMHD. Moreover, it has similar scaling properties and energy estimate as the Navier-Stokes and MHD equations.</p><p>The solvability of the MHD system was investigated in the beginning of 1960s. In particular in [<xref ref-type="bibr" rid="scirp.56037-ref1">1</xref>] -[<xref ref-type="bibr" rid="scirp.56037-ref4">4</xref>] the global existence of weak solutions and local in time well-posedness was proved for various initial boundary value problems. However, similar to the situation with the Navier-Stokes equations, the problem of the global smooth solvability for the MHD equations is still open.</p><p>Analogously to the case of the Navier-Stokes system (see [<xref ref-type="bibr" rid="scirp.56037-ref5">5</xref>] -[<xref ref-type="bibr" rid="scirp.56037-ref8">8</xref>] ) we introduce the concept of suitable weak solutions. We prove the existence of the global attractor (see [<xref ref-type="bibr" rid="scirp.56037-ref9">9</xref>] ) and getting the upper bound estimation of the Hausdorff and fractal dimension of attractor for the MHD system.</p></sec><sec id="s2"><title>2. The Priori Estimate of Solution of Problem (1.1)</title><p>Lemma 1. Assume <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x15.png" xlink:type="simple"/></inline-formula> so the smooth solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x16.png" xlink:type="simple"/></inline-formula> of problem (1.1) satisfies</p><disp-formula id="scirp.56037-formula126"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x17.png"  xlink:type="simple"/></disp-formula><p>Proof. We multiply u with both sides of the first equation of problem (1.1) and obtain</p><disp-formula id="scirp.56037-formula127"><label>(2.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x18.png"  xlink:type="simple"/></disp-formula><p>We multiply v with both sides of the second equation of problem (1.1) and obtain</p><disp-formula id="scirp.56037-formula128"><label>(2.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x19.png"  xlink:type="simple"/></disp-formula><p>According to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x20.png" xlink:type="simple"/></inline-formula> we obtain</p><disp-formula id="scirp.56037-formula129"><label>(2.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x21.png"  xlink:type="simple"/></disp-formula><p>According to (2.1) + (2.2), so we obtain</p><disp-formula id="scirp.56037-formula130"><label>(2.4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x22.png"  xlink:type="simple"/></disp-formula><p>According to Poincare and Young inequality, we obtain</p><disp-formula id="scirp.56037-formula131"><label>(2.5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x23.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula132"><label>(2.6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x24.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula133"><label>(2.7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x25.png"  xlink:type="simple"/></disp-formula><p>From (2.5)-(2.7), we obtain</p><disp-formula id="scirp.56037-formula134"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x26.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula135"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x27.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x28.png" xlink:type="simple"/></inline-formula>, according that we obtain</p><disp-formula id="scirp.56037-formula136"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x29.png"  xlink:type="simple"/></disp-formula><p>Using the Gronwall’s inequality, the Lemma 1 is proved. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x30.png" xlink:type="simple"/></inline-formula></p><p>Lemma 2. Under the condition of Lemma 1, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x31.png" xlink:type="simple"/></inline-formula></p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x32.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x33.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x34.png" xlink:type="simple"/></inline-formula>, so the solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x35.png" xlink:type="simple"/></inline-formula> of problem (1.1) satisfies</p><disp-formula id="scirp.56037-formula137"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x36.png"  xlink:type="simple"/></disp-formula><p>Proof. For the problem (1.1) multiply the first equation by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x37.png" xlink:type="simple"/></inline-formula> with both sides, for the problem (1.1) multiply the second equation by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x38.png" xlink:type="simple"/></inline-formula> with both sides and obtain</p><disp-formula id="scirp.56037-formula138"><label>(2.8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x39.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula139"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x40.png"  xlink:type="simple"/></disp-formula><p>According to the Sobolev’s interpolation inequalities,</p><disp-formula id="scirp.56037-formula140"><label>(2.9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x41.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula141"><label>(2.10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x42.png"  xlink:type="simple"/></disp-formula><p>According to (2.9)-(2.10), we have</p><disp-formula id="scirp.56037-formula142"><label>(2.11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x43.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula143"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x44.png"  xlink:type="simple"/></disp-formula><p>In a similar way, we can obtain</p><disp-formula id="scirp.56037-formula144"><label>(2.12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x45.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula145"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x46.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula146"><label>(2.13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x47.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula147"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x48.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula148"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x49.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula149"><label>(2.14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x50.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula150"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x51.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula151"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x52.png"  xlink:type="simple"/></disp-formula><p>According to the Poincare’s inequalities</p><disp-formula id="scirp.56037-formula152"><label>(2.15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x53.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula153"><label>(2.16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x54.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula154"><label>(2.17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x55.png"  xlink:type="simple"/></disp-formula><p>From (2.12)-(2.17), we have</p><disp-formula id="scirp.56037-formula155"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x56.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula156"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x57.png"  xlink:type="simple"/></disp-formula><p>So</p><disp-formula id="scirp.56037-formula157"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x58.png"  xlink:type="simple"/></disp-formula><p>We obtain</p><disp-formula id="scirp.56037-formula158"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x59.png"  xlink:type="simple"/></disp-formula><p>Using the Gronwall’s inequality, the Lemma 2 is proved. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x60.png" xlink:type="simple"/></inline-formula></p></sec><sec id="s3"><title>3. Global Attractor and Dimension Estimation</title><p>Theorem 1. Assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x61.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x62.png" xlink:type="simple"/></inline-formula> so problem (1.1)</p><p>exist a unique solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x63.png" xlink:type="simple"/></inline-formula></p><p>Proof. By the method of Galerkin and Lemma 1-Lemma 2,we can easily obtain the existence of solutions. Next, we prove the uniqueness of solutions in detail.</p><p>Assume <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x64.png" xlink:type="simple"/></inline-formula> are two solutions of problem (1.1), let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x65.png" xlink:type="simple"/></inline-formula>, Here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x66.png" xlink:type="simple"/></inline-formula> so the difference of the two solution satisfies</p><disp-formula id="scirp.56037-formula159"><label>(3.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x67.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula160"><label>(3.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x68.png"  xlink:type="simple"/></disp-formula><p>The two above formulae subtract and obtain</p><disp-formula id="scirp.56037-formula161"><label>(3.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x69.png"  xlink:type="simple"/></disp-formula><p>For the problem (3.3) multiply the first equation by u with both sides and obtain</p><disp-formula id="scirp.56037-formula162"><label>(3.4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x70.png"  xlink:type="simple"/></disp-formula><p>For the problem (3.3) multiply the second equation by v with both sides and obtain</p><disp-formula id="scirp.56037-formula163"><label>(3.5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x71.png"  xlink:type="simple"/></disp-formula><p>According to</p><disp-formula id="scirp.56037-formula164"><label>(3.6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x72.png"  xlink:type="simple"/></disp-formula><p>According to (3.1) + (3.2), we have</p><disp-formula id="scirp.56037-formula165"><label>(3.7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x73.png"  xlink:type="simple"/></disp-formula><p>According to Sobolev inequality, when n &lt; 4</p><disp-formula id="scirp.56037-formula166"><label>(3.8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x74.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula167"><label>(3.9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x75.png"  xlink:type="simple"/></disp-formula><p>According to (3.8)-(3.9),we can get</p><disp-formula id="scirp.56037-formula168"><label>(3.10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x76.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula169"><label>(3.11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x77.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula170"><label>(3.12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x78.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula171"><label>(3.13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x79.png"  xlink:type="simple"/></disp-formula><p>From (3.10)-(3.13),</p><disp-formula id="scirp.56037-formula172"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x80.png"  xlink:type="simple"/></disp-formula><p>Here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x81.png" xlink:type="simple"/></inline-formula></p><p>So, we have</p><disp-formula id="scirp.56037-formula173"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x82.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula174"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x83.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x84.png" xlink:type="simple"/></inline-formula>, so we obtain</p><disp-formula id="scirp.56037-formula175"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x85.png"  xlink:type="simple"/></disp-formula><p>According to the consistent Gronwall inequality,</p><disp-formula id="scirp.56037-formula176"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x86.png"  xlink:type="simple"/></disp-formula><p>So we can get <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x87.png" xlink:type="simple"/></inline-formula> the uniqueness is proved. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x88.png" xlink:type="simple"/></inline-formula></p><p>Theorem 2. [<xref ref-type="bibr" rid="scirp.56037-ref9">9</xref>] Let E be a Banach space, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x89.png" xlink:type="simple"/></inline-formula> are the semigroup operators on E. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x90.png" xlink:type="simple"/></inline-formula> here I is a unit operator. Set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x91.png" xlink:type="simple"/></inline-formula> satisfy the follow conditions</p><p>1) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x92.png" xlink:type="simple"/></inline-formula>is bounded. Namely<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x93.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x94.png" xlink:type="simple"/></inline-formula>, it exists a constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x95.png" xlink:type="simple"/></inline-formula>, so that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x96.png" xlink:type="simple"/></inline-formula>;</p><p>2) It exists a bounded absorbing set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x97.png" xlink:type="simple"/></inline-formula> namely <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x98.png" xlink:type="simple"/></inline-formula> it exists a constant t<sub>0</sub>, so that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x99.png" xlink:type="simple"/></inline-formula>;</p><p>3) When<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x100.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x101.png" xlink:type="simple"/></inline-formula>is a completely continuous operator A.</p><p>Therefore, the semigroup operators <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x102.png" xlink:type="simple"/></inline-formula> exist a compact global attractor.</p><p>Theorem 3. Assume <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x103.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x104.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x105.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x106.png" xlink:type="simple"/></inline-formula>. Problem (1.1) have global attractor <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x107.png" xlink:type="simple"/></inline-formula></p><p>Proof.</p><p>1) When <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x108.png" xlink:type="simple"/></inline-formula> From Lemma 1,</p><disp-formula id="scirp.56037-formula177"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x109.png"  xlink:type="simple"/></disp-formula><p>So <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x110.png" xlink:type="simple"/></inline-formula> in E is uniformly bounded.</p><p>2) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x111.png" xlink:type="simple"/></inline-formula>has E in a bounded absorbing set</p><disp-formula id="scirp.56037-formula178"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x112.png"  xlink:type="simple"/></disp-formula><p>From Lemma 2, when <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x113.png" xlink:type="simple"/></inline-formula> there is</p><disp-formula id="scirp.56037-formula179"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x114.png"  xlink:type="simple"/></disp-formula><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x115.png" xlink:type="simple"/></inline-formula> is tightly embedded, so <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x116.png" xlink:type="simple"/></inline-formula> is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x117.png" xlink:type="simple"/></inline-formula> in the tight absorbing set in E.</p><p>3) So the semigroup operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x118.png" xlink:type="simple"/></inline-formula> is completely continuous. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x119.png" xlink:type="simple"/></inline-formula></p><p>In order to estimate the Hausdorff and fractal dimension of the global attractor A of problem (1.1), let problem (1.1) linearize and obtain</p><disp-formula id="scirp.56037-formula180"><label>(3.14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x120.png"  xlink:type="simple"/></disp-formula><p>Assume <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x121.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x122.png" xlink:type="simple"/></inline-formula> is the solutions of the problem (3.14). We know</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x123.png" xlink:type="simple"/></inline-formula>. It is easy to prove the problem (3.14) has the uniqueness of solutions</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x124.png" xlink:type="simple"/></inline-formula>.</p><p>To prove <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x125.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x125.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x126.png" xlink:type="simple"/></inline-formula> has differential, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x125.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x127.png" xlink:type="simple"/></inline-formula> so there has</p><disp-formula id="scirp.56037-formula181"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x128.png"  xlink:type="simple"/></disp-formula><p>Theorem 4. Assume <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula> and T are constants, so it exists a constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x131.png" xlink:type="simple"/></inline-formula> has <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x132.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x133.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x133.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x134.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x133.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x135.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x133.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x136.png" xlink:type="simple"/></inline-formula> so there is</p><disp-formula id="scirp.56037-formula182"><label>(3.15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x137.png"  xlink:type="simple"/></disp-formula><p>Proof. Meet the initial value problem (3.14) of respectively for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula>solutions for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x140.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x141.png" xlink:type="simple"/></inline-formula>, let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x142.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x143.png" xlink:type="simple"/></inline-formula>. So<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x143.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x144.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x143.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x145.png" xlink:type="simple"/></inline-formula>satisfies</p><disp-formula id="scirp.56037-formula183"><label>(3.16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x146.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula184"><label>(3.17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x147.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula185"><label>(3.18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x148.png"  xlink:type="simple"/></disp-formula><p>For the problem (3.16) multiply the first equation by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x149.png" xlink:type="simple"/></inline-formula> with both sides and for the problem (3.16) multiply the second equation by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x150.png" xlink:type="simple"/></inline-formula> with both sides and obtain</p><disp-formula id="scirp.56037-formula186"><label>(3.19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x151.png"  xlink:type="simple"/></disp-formula><p>Then</p><disp-formula id="scirp.56037-formula187"><label>(3.20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x152.png"  xlink:type="simple"/></disp-formula><p>Here<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x153.png" xlink:type="simple"/></inline-formula>.</p><p>For the problem (3.16) multiply the first equation by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x154.png" xlink:type="simple"/></inline-formula> with both sides and for the problem (3.16) multiply the second equation by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x154.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x155.png" xlink:type="simple"/></inline-formula> with both sides and obtain</p><disp-formula id="scirp.56037-formula188"><label>(3.21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x156.png"  xlink:type="simple"/></disp-formula><p>According to the Sobolev’s interpolation inequalities</p><disp-formula id="scirp.56037-formula189"><label>(3.22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x157.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula190"><label>(3.23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x158.png"  xlink:type="simple"/></disp-formula><p>According to (3.22)-(3.23), we have</p><disp-formula id="scirp.56037-formula191"><label>(3.24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x159.png"  xlink:type="simple"/></disp-formula><p>In a similar way, we can obtain</p><disp-formula id="scirp.56037-formula192"><label>(3.25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x160.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula193"><label>(3.26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x161.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula194"><label>(3.27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x162.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula195"><label>(3.28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x163.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula196"><label>(3.29)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x164.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula197"><label>(3.30)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x165.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula198"><label>(3.31)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x166.png"  xlink:type="simple"/></disp-formula><p>So, we can get</p><disp-formula id="scirp.56037-formula199"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x167.png"  xlink:type="simple"/></disp-formula><p>Here<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x168.png" xlink:type="simple"/></inline-formula>, we obtain</p><disp-formula id="scirp.56037-formula200"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x169.png"  xlink:type="simple"/></disp-formula><p>According to the Poincare’s inequalities</p><disp-formula id="scirp.56037-formula201"><label>(3.32)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x170.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x171.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.56037-formula202"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x172.png"  xlink:type="simple"/></disp-formula><p>According to Gronwall’s inequalities, we obtain</p><disp-formula id="scirp.56037-formula203"><label>(3.33)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x173.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x174.png" xlink:type="simple"/></inline-formula> be the solutions of the linear Equation (3.14), and satisfies<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x175.png" xlink:type="simple"/></inline-formula>, Assume</p><disp-formula id="scirp.56037-formula204"><label>(3.34)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x176.png"  xlink:type="simple"/></disp-formula><p>So, we can get</p><disp-formula id="scirp.56037-formula205"><label>(3.35)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x177.png"  xlink:type="simple"/></disp-formula><p>Here</p><disp-formula id="scirp.56037-formula206"><label>(3.36)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x178.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula207"><label>(3.37)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x179.png"  xlink:type="simple"/></disp-formula><p>For the problem (3.33) multiply the first equation by w<sub>1</sub> with both sides and for the problem (3.33) multiply the second equation by w<sub>2</sub> with both sides and obtain</p><disp-formula id="scirp.56037-formula208"><label>(3.38)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x180.png"  xlink:type="simple"/></disp-formula><p>According to (3.8)-(3.9), then</p><disp-formula id="scirp.56037-formula209"><label>(3.39)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x181.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula210"><label>(3.40)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x182.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula211"><label>(3.41)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x183.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula212"><label>(3.42)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x184.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula213"><label>(3.43)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x185.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula214"><label>(3.44)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x186.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula215"><label>(3.45)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x187.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula216"><label>(3.46)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x188.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula217"><label>(3.47)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x189.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula218"><label>(3.48)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x190.png"  xlink:type="simple"/></disp-formula><p>According to, we obtain</p><disp-formula id="scirp.56037-formula219"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x191.png"  xlink:type="simple"/></disp-formula><p>Here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x192.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.56037-formula220"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x193.png"  xlink:type="simple"/></disp-formula><p>We obtain</p><disp-formula id="scirp.56037-formula221"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x194.png"  xlink:type="simple"/></disp-formula><p>So</p><disp-formula id="scirp.56037-formula222"><label>(3.49)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x195.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x197.png" xlink:type="simple"/></inline-formula> be the solutions of the linear Equation (3.33) correspond- ing to the initial value <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x198.png" xlink:type="simple"/></inline-formula> so there is</p><disp-formula id="scirp.56037-formula223"><label>(3.50)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x199.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x200.png" xlink:type="simple"/></inline-formula>is linear mapping that is defined in the problem (3.34), <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x201.png" xlink:type="simple"/></inline-formula>represents the outer product, tr represents the trace, Q<sub>N</sub> is the orthogonal projection from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x202.png" xlink:type="simple"/></inline-formula> to the span <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x202.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x203.png" xlink:type="simple"/></inline-formula></p><p>Theorem 5. Under the assume of Theorem 3, the global attractor A of problem (1.1) has finite Hausdorff and fractal dimension, and</p><disp-formula id="scirp.56037-formula224"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x204.png"  xlink:type="simple"/></disp-formula><p>Here J<sub>0</sub> is a minimal positive integer of the following inequality</p><disp-formula id="scirp.56037-formula225"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x205.png"  xlink:type="simple"/></disp-formula><p>Proof. By theorem [<xref ref-type="bibr" rid="scirp.56037-ref8">8</xref>] , we need to estimate the lower bound of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x206.png" xlink:type="simple"/></inline-formula> Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x207.png" xlink:type="simple"/></inline-formula> be the orthogonal basis of subspace of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x208.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.56037-formula226"><label>(3.51)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x209.png"  xlink:type="simple"/></disp-formula><p>According to (3.8)-(3.9), we can get</p><disp-formula id="scirp.56037-formula227"><label>(3.52)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x210.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula228"><label>(3.53)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x211.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula229"><label>(3.54)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x212.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula230"><label>(3.55)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x213.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula231"><label>(3.56)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x214.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula232"><label>(3.57)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/11-7402686x215.png"  xlink:type="simple"/></disp-formula><p>Under the bounded condition, select <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x216.png" xlink:type="simple"/></inline-formula> is the standard eigenfunction of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x217.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x218.png" xlink:type="simple"/></inline-formula>and the corresponding eigenvalues are <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x219.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.56037-formula233"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x220.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula234"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x221.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x222.png" xlink:type="simple"/></inline-formula>. Therefore, we can get</p><disp-formula id="scirp.56037-formula235"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x223.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x224.png" xlink:type="simple"/></inline-formula>.</p><disp-formula id="scirp.56037-formula236"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x225.png"  xlink:type="simple"/></disp-formula><p>By <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x226.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/11-7402686x227.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.56037-formula237"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x228.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56037-formula238"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x229.png"  xlink:type="simple"/></disp-formula><p>So, we can obtain</p><disp-formula id="scirp.56037-formula239"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x230.png"  xlink:type="simple"/></disp-formula><p>We have</p><disp-formula id="scirp.56037-formula240"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x231.png"  xlink:type="simple"/></disp-formula><p>Therefore</p><disp-formula id="scirp.56037-formula241"><graphic  xlink:href="http://html.scirp.org/file/11-7402686x233.png"  xlink:type="simple"/></disp-formula></sec><sec id="s4"><title>Funding</title><p>This work is supported by the National Natural Sciences Foundation of People’s Republic of China under Grant 11161057.</p></sec><sec id="s5"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.56037-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Wu, J. 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