<?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">IJMNTA</journal-id><journal-title-group><journal-title>International Journal of Modern Nonlinear Theory and Application</journal-title></journal-title-group><issn pub-type="epub">2167-9479</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ijmnta.2017.62005</article-id><article-id pub-id-type="publisher-id">IJMNTA-76852</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Random Attractor of the Stochastic Strongly Damped for the Higher-Order Nonlinear Kirchhoff-Type Equation
 
</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>Ling</surname><given-names>Chen</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wei</surname><given-names>Wang</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>15925159599@163.com(GL)</email>;<email>15925159599@163.com(WW)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>14</day><month>06</month><year>2017</year></pub-date><volume>06</volume><issue>02</issue><fpage>59</fpage><lpage>69</lpage><history><date date-type="received"><day>April</day>	<month>13,</month>	<year>2017</year></date><date date-type="rev-recd"><day>Accepted:</day>	<month>June</month>	<year>11,</year>	</date><date date-type="accepted"><day>June</day>	<month>14,</month>	<year>2017</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 consider the stochastic higher-order Kirchhoff-type equation with nonlinear strongly dissipation and white noise. We first deal with random term by using Ornstein-Uhlenbeck process and establish the wellness of the solution, then the existence of global random attractor are proved.
 
</p></abstract><kwd-group><kwd>Random Dynamical System</kwd><kwd> Random Attractor</kwd><kwd> Strongly Dissipation</kwd><kwd> White Noise</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In this paper, we consider the following stochastic strongly damped higher- order nonlinear Kirchhoff-type equation with white noise:</p><disp-formula id="scirp.76852-formula384"><label>(1.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x2.png"  xlink:type="simple"/></disp-formula><p>with the Dirichlet boundary condition</p><disp-formula id="scirp.76852-formula385"><label>(1.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x3.png"  xlink:type="simple"/></disp-formula><p>and the initial value conditions</p><disp-formula id="scirp.76852-formula386"><label>(1.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x4.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x5.png" xlink:type="simple"/></inline-formula> is a bounded domain of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x6.png" xlink:type="simple"/></inline-formula>, with a smooth boundary<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x7.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x8.png" xlink:type="simple"/></inline-formula>is the Laplacian with respect to the variable<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x9.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x10.png" xlink:type="simple"/></inline-formula>is a real function of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x11.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x12.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x13.png" xlink:type="simple"/></inline-formula>is the damping coefficient, f is a given external force, v is the outer norm vector, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x14.png" xlink:type="simple"/></inline-formula>is a nonlinear forcing, their respectively satis- fies the following conditions:</p><p>1) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x15.png" xlink:type="simple"/></inline-formula></p><p>2) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x16.png" xlink:type="simple"/></inline-formula></p><p>3) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x17.png" xlink:type="simple"/></inline-formula></p><p>4) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x18.png" xlink:type="simple"/></inline-formula></p><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x19.png" xlink:type="simple"/></inline-formula> are positive constants.</p><p>As well as we known, the study of stochastic dynamical is more and more widely the attention of scholars, and the study of random attractor has become an important goal. In a sense, the random attractor is popularized for classic determine dynamical system of the global attractor. Global attractor of Kirchhoff- type equations have been investigated by many authors, see, e.g., [<xref ref-type="bibr" rid="scirp.76852-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref4">4</xref>] , however, the existence random attractor has also been studied by many authors, in [<xref ref-type="bibr" rid="scirp.76852-ref5">5</xref>] , Zhaojuan Wang, Shengfan Zhou and Anhui Gu, they study the asymp- totic dynamics for a stochastic damped wave equation with multiplicative noise defined on unbounded domains, and investigate the existence of a random attractor, they overcome the difficulty of lacking the compactness of Sobolev embedding in unbounded domains by the energy equation. In [<xref ref-type="bibr" rid="scirp.76852-ref6">6</xref>] , Guigui Xu, Libo Wang and Guoguang Lin study the long time behavior of solution to the stochastic strongly damped wave equation with white noise, in this paper, they use the method introduced in [<xref ref-type="bibr" rid="scirp.76852-ref7">7</xref>] , so that they needn’t divide the equation into two parts. In [<xref ref-type="bibr" rid="scirp.76852-ref8">8</xref>] , Zhaojuan Wang, Shengfan Zhou and Anhui Gu study the asymptotic dynamics of the stochastic strongly damped wave equation with homogeneous Neuman boundary condition, and prove the existence of a ran- dom attractor. The other long time behavior of solution of evolution equations, we can see [<xref ref-type="bibr" rid="scirp.76852-ref9">9</xref>] - [<xref ref-type="bibr" rid="scirp.76852-ref19">19</xref>] .</p><p>In this work, we deal with random term by using Ornstein-Uhlenbeck process, the key is to handle the nonlinear terms and strongly damped<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x20.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x21.png" xlink:type="simple"/></inline-formula> is also difficult to be conducted. So far as we know, there were no result on random attractor for the stochastic higher-order Kirchhoff-type equ- ation with nonlinear strongly dissipation and white noise. It is therefore im- portant to investigate the existence of random attractor on (1.1)-(1.3).</p><p>This paper is organized as follows: In Section 2, we recall many basic concepts related to a random attractor for genneral random dynamical system. In Section 3, we introduce O-U process and deal with random term. In Section 4, we prove the existence of random attractor of the random dynamical system.</p></sec><sec id="s2"><title>2. Preliminaries</title><p>In this section, we collect some basic knowledge about general random dy- namical system ( [<xref ref-type="bibr" rid="scirp.76852-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref11">11</xref>] ).</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x22.png" xlink:type="simple"/></inline-formula> be a separable Hilbert space with Borel s-algebra<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x23.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x24.png" xlink:type="simple"/></inline-formula> be the metric dynamical system on the probability space<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x25.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.1. (see [<xref ref-type="bibr" rid="scirp.76852-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref10">10</xref>] ). A continuous random dynamical system on X over <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x26.png" xlink:type="simple"/></inline-formula> is a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x27.png" xlink:type="simple"/></inline-formula>-measurable mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x28.png" xlink:type="simple"/></inline-formula>. Such that the following properties hold (1)</p><p>1) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x29.png" xlink:type="simple"/></inline-formula>is the identity on X;</p><p>2) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x30.png" xlink:type="simple"/></inline-formula>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x31.png" xlink:type="simple"/></inline-formula>;</p><p>3) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x32.png" xlink:type="simple"/></inline-formula>is continuous for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x33.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.2. (see [<xref ref-type="bibr" rid="scirp.76852-ref10">10</xref>] )</p><p>1) A set-valued mapping<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula>, is said to be a random set if the mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula> is measurable for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula>. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x37.png" xlink:type="simple"/></inline-formula> is also closed (compact) for each<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x38.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x39.png" xlink:type="simple"/></inline-formula>is called a random closed (com- pact) set. A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x40.png" xlink:type="simple"/></inline-formula> is said to be bounded if there exist <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x41.png" xlink:type="simple"/></inline-formula> and a random variable <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x42.png" xlink:type="simple"/></inline-formula> such that</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x43.png" xlink:type="simple"/></inline-formula>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x44.png" xlink:type="simple"/></inline-formula>.</p><p>2) A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x45.png" xlink:type="simple"/></inline-formula> is called tempered provided for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x46.png" xlink:type="simple"/></inline-formula>,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x47.png" xlink:type="simple"/></inline-formula>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x48.png" xlink:type="simple"/></inline-formula>,</p><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x49.png" xlink:type="simple"/></inline-formula>.</p><p>Let Y be the set of all random tempered sets in X.</p><p>3) A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x50.png" xlink:type="simple"/></inline-formula> is said to be a random absorbing set if for any tempered random set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x51.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x52.png" xlink:type="simple"/></inline-formula>, there exists <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x53.png" xlink:type="simple"/></inline-formula> such that</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x54.png" xlink:type="simple"/></inline-formula>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x55.png" xlink:type="simple"/></inline-formula>.</p><p>4) A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x56.png" xlink:type="simple"/></inline-formula> is said to be a random attracting set if for any tempered random set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x57.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x57.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x58.png" xlink:type="simple"/></inline-formula>, we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x59.png" xlink:type="simple"/></inline-formula>,</p><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x60.png" xlink:type="simple"/></inline-formula> is the Hausdorff semi-distance given by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x61.png" xlink:type="simple"/></inline-formula> for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x62.png" xlink:type="simple"/></inline-formula>.</p><p>5) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x63.png" xlink:type="simple"/></inline-formula>is said to be asymptotically compact in X if for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x64.png" xlink:type="simple"/></inline-formula> has a convergent subsequence in X whenever<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x65.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x66.png" xlink:type="simple"/></inline-formula> with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x67.png" xlink:type="simple"/></inline-formula>.</p><p>6) A random compact set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x68.png" xlink:type="simple"/></inline-formula> is said to be a random attractor if it is a random attracting set and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x69.png" xlink:type="simple"/></inline-formula> for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x70.png" xlink:type="simple"/></inline-formula> and all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x71.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 2.1. ( [<xref ref-type="bibr" rid="scirp.76852-ref10">10</xref>] ) Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula> be a continuous random dynamical system with state space X over<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x73.png" xlink:type="simple"/></inline-formula>. If there is a closed random absorbing set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x74.png" xlink:type="simple"/></inline-formula> of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x75.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x76.png" xlink:type="simple"/></inline-formula> is asymptotically compact in X, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x77.png" xlink:type="simple"/></inline-formula> is a random attractor of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x78.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.76852-formula387"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x79.png"  xlink:type="simple"/></disp-formula><p>Moreover, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x80.png" xlink:type="simple"/></inline-formula>is the unique random attractor of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x81.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s3"><title>3. O-U Process and Stochastic Dynamical System</title><p>Let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x82.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x83.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x84.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.76852-formula388"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x85.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x86.png" xlink:type="simple"/></inline-formula>, and define a weighted inner product and norm in E</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x87.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x88.png" xlink:type="simple"/></inline-formula>,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x89.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x90.png" xlink:type="simple"/></inline-formula></p><sec id="s3_1"><title>3.1. O-U Process</title><p>O-U process is given by Wiener process on the metric system<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x91.png" xlink:type="simple"/></inline-formula>, we can see ( [<xref ref-type="bibr" rid="scirp.76852-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref13">13</xref>] ).</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x92.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x93.png" xlink:type="simple"/></inline-formula>, for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x94.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x95.png" xlink:type="simple"/></inline-formula>meet It&#244;</p><p>equation:<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x96.png" xlink:type="simple"/></inline-formula>. And there is a probability measure P, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x97.png" xlink:type="simple"/></inline-formula>-in- variant set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x98.png" xlink:type="simple"/></inline-formula>; so that stochastic process <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x99.png" xlink:type="simple"/></inline-formula> meet the following properties:</p><p>1) For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x100.png" xlink:type="simple"/></inline-formula>, mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x101.png" xlink:type="simple"/></inline-formula> for continuous mapping;</p><p>2) Random variable <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x102.png" xlink:type="simple"/></inline-formula> is called tempered;</p><p>3) Exist temper set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x103.png" xlink:type="simple"/></inline-formula>, such that</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x104.png" xlink:type="simple"/></inline-formula>;</p><p>4)<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x105.png" xlink:type="simple"/></inline-formula>;</p><p>5)<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x106.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s3_2"><title>3.2. Stochastic Dynamical System</title><p>For convenience, we rewrite the Question (1.1)-(1.3):</p><disp-formula id="scirp.76852-formula389"><label>(3.2.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x107.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x108.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x109.png" xlink:type="simple"/></inline-formula> (<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x110.png" xlink:type="simple"/></inline-formula>defined in [<xref ref-type="bibr" rid="scirp.76852-ref20">20</xref>] ), then (3.2.1) has the following simple matrix form</p><disp-formula id="scirp.76852-formula390"><label>(3.2.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x111.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.76852-formula391"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x112.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula392"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x113.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x114.png" xlink:type="simple"/></inline-formula>, then (3.2.1) can be rewritten as the equivalent system:</p><disp-formula id="scirp.76852-formula393"><label>(3.2.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x115.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.76852-formula394"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x116.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula395"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x117.png"  xlink:type="simple"/></disp-formula><p>In [<xref ref-type="bibr" rid="scirp.76852-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref15">15</xref>] they have proven that the operator L of (3.2.3) is the infinitesimal generation operator of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x118.png" xlink:type="simple"/></inline-formula> semigroup <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x119.png" xlink:type="simple"/></inline-formula> in Hilbert space E, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x120.png" xlink:type="simple"/></inline-formula> is continuous in t and globally Lipschitz continuous in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x121.png" xlink:type="simple"/></inline-formula> for each<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x122.png" xlink:type="simple"/></inline-formula>. By the classical theory concerning the existence and uniqueness of the solutions [<xref ref-type="bibr" rid="scirp.76852-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.76852-ref17">17</xref>] , so we have the following theorem.</p><p>Theorem 3.2.1. Consider (3.2.3). For each <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x123.png" xlink:type="simple"/></inline-formula> and initial value <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x124.png" xlink:type="simple"/></inline-formula>, there exists a unique function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x125.png" xlink:type="simple"/></inline-formula> such that satisfies the integral equation</p><disp-formula id="scirp.76852-formula396"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x126.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.76852-formula397"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x127.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x128.png" xlink:type="simple"/></inline-formula>, let the solution mapping of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x129.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.76852-formula398"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x130.png"  xlink:type="simple"/></disp-formula><p>generates a random dynamical system.</p><p>Define two isomorphic mapping:</p><disp-formula id="scirp.76852-formula399"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x131.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula400"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x132.png"  xlink:type="simple"/></disp-formula><p>And inverse isomorphic mapping:</p><disp-formula id="scirp.76852-formula401"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x133.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula402"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x134.png"  xlink:type="simple"/></disp-formula><p>Then the mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x135.png" xlink:type="simple"/></inline-formula> generates a random dynamical system associated with (1.1)-(1.3); and mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x136.png" xlink:type="simple"/></inline-formula> generates a random dynamical system associated with (3.2.2).</p><p>Notice that all of the above random dynamical system<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x137.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x138.png" xlink:type="simple"/></inline-formula>are equivalent. Hence we only need to consider the random dynamical system<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x139.png" xlink:type="simple"/></inline-formula>.</p></sec></sec><sec id="s4"><title>4. The Existence of Random Attractor</title><p>First, we prove the random dynamical system <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x140.png" xlink:type="simple"/></inline-formula> exists a bounded random absorb set, hence we let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x141.png" xlink:type="simple"/></inline-formula> be all temper subsets in E.</p><p>Lemma 4.1. (Lemma 3.1 of [<xref ref-type="bibr" rid="scirp.76852-ref20">20</xref>] ) Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x142.png" xlink:type="simple"/></inline-formula>, for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x143.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula403"><label>(4.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x144.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x145.png" xlink:type="simple"/></inline-formula> are determined in [<xref ref-type="bibr" rid="scirp.76852-ref20">20</xref>] , <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x146.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x147.png" xlink:type="simple"/></inline-formula>is first eigenvalues of (1.1).</p><p>Lemma 4.2. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x148.png" xlink:type="simple"/></inline-formula> is a solve of (3.2.2), then there is a bounded random com- pact set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x149.png" xlink:type="simple"/></inline-formula>, such that for arbitrarily random set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x150.png" xlink:type="simple"/></inline-formula>, existence a random variable<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x151.png" xlink:type="simple"/></inline-formula>, so that</p><disp-formula id="scirp.76852-formula404"><label>(4.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x152.png"  xlink:type="simple"/></disp-formula><p>Proof. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x153.png" xlink:type="simple"/></inline-formula> is a solve of (3.2.3), applying the inner product of the equation (3.2.3) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x154.png" xlink:type="simple"/></inline-formula>, we discover that</p><disp-formula id="scirp.76852-formula405"><label>(4.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x155.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.76852-formula406"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x156.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula407"><label>(4.4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x157.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula408"><label>(4.5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x158.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula409"><label>(4.6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x159.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula410"><label>(4.7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x160.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula411"><label>(4.8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x161.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula412"><label>(4.9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x162.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula413"><label>(4.10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x163.png"  xlink:type="simple"/></disp-formula><p>According to (4.1) and (4.4)-(4.10), we have</p><disp-formula id="scirp.76852-formula414"><label>(4.11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x164.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.76852-formula415"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x165.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula416"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x166.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula417"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x167.png"  xlink:type="simple"/></disp-formula><p>According to Gronwall inequation, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x168.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula418"><label>(4.12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x169.png"  xlink:type="simple"/></disp-formula><p>Because <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x170.png" xlink:type="simple"/></inline-formula> is tempered, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x171.png" xlink:type="simple"/></inline-formula> is continuous about t, according to [<xref ref-type="bibr" rid="scirp.76852-ref21">21</xref>] , we can get a temper random variables<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x172.png" xlink:type="simple"/></inline-formula>, such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x173.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula419"><label>(4.13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x174.png"  xlink:type="simple"/></disp-formula><p>Substituting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x175.png" xlink:type="simple"/></inline-formula> by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x175.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x176.png" xlink:type="simple"/></inline-formula> in (4.12), we know</p><disp-formula id="scirp.76852-formula420"><label>(4.14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x177.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.76852-formula421"><label>(4.15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x178.png"  xlink:type="simple"/></disp-formula><p>Because <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x179.png" xlink:type="simple"/></inline-formula> is tempered, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x180.png" xlink:type="simple"/></inline-formula> is also tempered, hence we let</p><disp-formula id="scirp.76852-formula422"><label>(4.16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x181.png"  xlink:type="simple"/></disp-formula><p>then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x182.png" xlink:type="simple"/></inline-formula> is also tempered, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x183.png" xlink:type="simple"/></inline-formula>is called a random absorb set, and because of</p><disp-formula id="scirp.76852-formula423"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x184.png"  xlink:type="simple"/></disp-formula><p>so let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x185.png" xlink:type="simple"/></inline-formula>then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x186.png" xlink:type="simple"/></inline-formula> is a random absorb set of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x187.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x188.png" xlink:type="simple"/></inline-formula>.</p><p>Next, we will prove the random dynamical system <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x189.png" xlink:type="simple"/></inline-formula> has a compact absorb set</p><p>Lemma 4.3. For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x190.png" xlink:type="simple"/></inline-formula>, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x191.png" xlink:type="simple"/></inline-formula> be a solve of (3.2.2), initial value<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x192.png" xlink:type="simple"/></inline-formula>, we decompose<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x193.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x194.png" xlink:type="simple"/></inline-formula> satisfy</p><disp-formula id="scirp.76852-formula424"><label>(4.17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x195.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula425"><label>(4.18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x196.png"  xlink:type="simple"/></disp-formula><p>Then</p><disp-formula id="scirp.76852-formula426"><label>(4.19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x197.png"  xlink:type="simple"/></disp-formula><p>and exist a temper random radius<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x198.png" xlink:type="simple"/></inline-formula>, such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x198.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x199.png" xlink:type="simple"/></inline-formula>, satisfy</p><disp-formula id="scirp.76852-formula427"><label>(4.20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x200.png"  xlink:type="simple"/></disp-formula><p>Proof. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x201.png" xlink:type="simple"/></inline-formula> be a solve of (3.2.3), according to (4.17) and (4.18), we know <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x202.png" xlink:type="simple"/></inline-formula> meet separately</p><disp-formula id="scirp.76852-formula428"><label>(4.21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x203.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.76852-formula429"><label>(4.22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x204.png"  xlink:type="simple"/></disp-formula><p>Taking inner product (4.21) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x205.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula430"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x206.png"  xlink:type="simple"/></disp-formula><p>according to Lemma 4.1 and Gronwall inequality, we have</p><disp-formula id="scirp.76852-formula431"><label>(4.23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x207.png"  xlink:type="simple"/></disp-formula><p>substituting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x208.png" xlink:type="simple"/></inline-formula> by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x209.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x210.png" xlink:type="simple"/></inline-formula> is tempered, then</p><disp-formula id="scirp.76852-formula432"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x211.png"  xlink:type="simple"/></disp-formula><p>So, (4.19) is hold. Taking inner product (4.22) with</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x212.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula433"><label>(4.24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-2340249x213.png"  xlink:type="simple"/></disp-formula><p>according to Lemma 4.1, Lemma 4.2, (4.24) and Young inequality, we have</p><disp-formula id="scirp.76852-formula434"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x214.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x215.png" xlink:type="simple"/></inline-formula> are given by Lemma 4.2, and</p><disp-formula id="scirp.76852-formula435"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x216.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x217.png" xlink:type="simple"/></inline-formula>Due to Gronwall inequality, and substituting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x218.png" xlink:type="simple"/></inline-formula> by</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x219.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula436"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x220.png"  xlink:type="simple"/></disp-formula><p>According to (4.14) and (4.16), then</p><disp-formula id="scirp.76852-formula437"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x221.png"  xlink:type="simple"/></disp-formula><p>Let</p><disp-formula id="scirp.76852-formula438"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x222.png"  xlink:type="simple"/></disp-formula><p>Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x223.png" xlink:type="simple"/></inline-formula> is tempered, and because</p><disp-formula id="scirp.76852-formula439"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x224.png"  xlink:type="simple"/></disp-formula><p>hence, we set</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x225.png" xlink:type="simple"/></inline-formula>then, for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x226.png" xlink:type="simple"/></inline-formula>, we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x227.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x228.png" xlink:type="simple"/></inline-formula> is tempered.</p><p>Lemma 4.4. (3.2.2) the identified stochastic dynamical system<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x229.png" xlink:type="simple"/></inline-formula>, while <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x230.png" xlink:type="simple"/></inline-formula> exist a compact attracting set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x231.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x232.png" xlink:type="simple"/></inline-formula> be a closed ball, radius <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x233.png" xlink:type="simple"/></inline-formula> in space</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x234.png" xlink:type="simple"/></inline-formula>, because<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x235.png" xlink:type="simple"/></inline-formula>, so <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x235.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x236.png" xlink:type="simple"/></inline-formula> is a compact</p><p>set in E, for arbitrarily temper random set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x237.png" xlink:type="simple"/></inline-formula>, for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x237.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x238.png" xlink:type="simple"/></inline-formula>, ac- cording to Lemma 4.3, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x237.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x239.png" xlink:type="simple"/></inline-formula>, so for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x237.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x240.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.76852-formula440"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x241.png"  xlink:type="simple"/></disp-formula><p>+</p><p>Theorem 4.1. The random dynamical system <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x242.png" xlink:type="simple"/></inline-formula> has a unique random attractor <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x242.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x243.png" xlink:type="simple"/></inline-formula> in E, where</p><disp-formula id="scirp.76852-formula441"><graphic  xlink:href="http://html.scirp.org/file/2-2340249x244.png"  xlink:type="simple"/></disp-formula><p>in which <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x245.png" xlink:type="simple"/></inline-formula> is a tempered random compact attracting for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-2340249x246.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s5"><title>Cite this paper</title><p>Lin, G.G., Chen, L. and Wang, W. (2017) Random Attractor of the Stochastic Strongly Damped for the Higher-Order Nonlinear Kirchhoff-Type Equation. International Journal of Modern Nonlinear Theory and Application, 6, 59-69. http://dx.doi.org/10.4236/ijmnta.2017.62005</p></sec></body><back><ref-list><title>References</title><ref id="scirp.76852-ref1"><label>1</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Yang</surname><given-names> Z.-J. </given-names></name>,<etal>et al</etal>. (<year>2007</year>)<article-title>Long-Time Behavior of the Kirchhoff Type Equation with Strong Damping in RN</article-title><source> Journal of Differential Equations</source><volume> 242</volume>,<fpage> 269</fpage>-<lpage>286</lpage>.<pub-id pub-id-type="doi"></pub-id></mixed-citation></ref><ref id="scirp.76852-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Yang, Z.J. and Ding, P.Y. 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