<?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.2015.43015</article-id><article-id pub-id-type="publisher-id">IJMNTA-59607</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>
 
 
  Asymptotic Behavior of Stochastic Strongly Damped Wave Equation with Multiplicative Noise
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>haojuan</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 contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Shengfan</surname><given-names>Zhou</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Mathematics, Zhejiang Normal University, Jinhua, China</addr-line></aff><aff id="aff1"><addr-line>School of Mathematical Science, Huaiyin Normal University, Huaian, China</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>wangzhaojuan2006@163.com(HW)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>07</day><month>08</month><year>2015</year></pub-date><volume>04</volume><issue>03</issue><fpage>204</fpage><lpage>214</lpage><history><date date-type="received"><day>7</day>	<month>August</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>11</month>	<year>September</year>	</date><date date-type="accepted"><day>15</day>	<month>September</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 we study the asymptotic dynamics of the stochastic strongly damped wave equation with multiplicative noise under homogeneous Dirichlet boundary condition. We investigate the existence of a compact random attractor for the random dynamical system associated with the equation.
 
</p></abstract><kwd-group><kwd>Stochastic Strongly Damped Wave Equation</kwd><kwd> Random Dynamical System</kwd><kwd> Random Attractor</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Consider the following stochastic strongly damped wave equation with multiplicative noise:</p><disp-formula id="scirp.59607-formula470"><label>(1.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x5.png"  xlink:type="simple"/></disp-formula><p>with the homogeneous Dirichlet boundary condition</p><disp-formula id="scirp.59607-formula471"><label>(1.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x6.png"  xlink:type="simple"/></disp-formula><p>and the initial value conditions</p><disp-formula id="scirp.59607-formula472"><label>(1.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x7.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x8.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/3-2340192x9.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x10.png" xlink:type="simple"/></inline-formula>is a bounded open set with a smooth boundary<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x11.png" xlink:type="simple"/></inline-formula>; <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x12.png" xlink:type="simple"/></inline-formula>is a real function of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x13.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x14.png" xlink:type="simple"/></inline-formula>; <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x16.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x15.png" xlink:type="simple"/></inline-formula>are strong damping coefficients; <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x17.png" xlink:type="simple"/></inline-formula>denotes the Stratonovich sense of the stochastic term; <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x18.png" xlink:type="simple"/></inline-formula>is a given external force;<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x19.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x20.png" xlink:type="simple"/></inline-formula>are uniformly bounded and there exist <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x21.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.59607-formula473"><label>(1.4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x22.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula474"><label>(1.5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x23.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x24.png" xlink:type="simple"/></inline-formula> denotes the absolute value of number in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x25.png" xlink:type="simple"/></inline-formula>. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x26.png" xlink:type="simple"/></inline-formula>is a one-dimensional two-sided real-valued Wiener process on probability space<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x27.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.59607-formula475"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x28.png"  xlink:type="simple"/></disp-formula><p>the Borel <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula>-algebra <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula> on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula> is generated by the compact open topology, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula> is the corresponding Wiener measure on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x33.png" xlink:type="simple"/></inline-formula>. We identify <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x34.png" xlink:type="simple"/></inline-formula> with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x35.png" xlink:type="simple"/></inline-formula>, i.e., <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x36.png" xlink:type="simple"/></inline-formula>When <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x37.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x38.png" xlink:type="simple"/></inline-formula> Equation (1.1) can be regarded as a stochastic perturbed model of a continuous Josephson junction [<xref ref-type="bibr" rid="scirp.59607-ref1">1</xref>] , which is stochastic damped sine-Gordon equation [<xref ref-type="bibr" rid="scirp.59607-ref2">2</xref>] .</p><p>A large amount of studies have been carried out toward the dynamics of a variety of systems related to Equation (1.1). For example, the asymptotical behavior of solutions for deterministic and stochastic wave equations has been studied by many authors, see, e.g. [<xref ref-type="bibr" rid="scirp.59607-ref3">3</xref>] - [<xref ref-type="bibr" rid="scirp.59607-ref27">27</xref>] and the references therein.</p><p>In this paper we study the existence of a global random attractor for stochastic strongly damped wave equations with multiplicative noise<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x39.png" xlink:type="simple"/></inline-formula>. The coefficient <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x40.png" xlink:type="simple"/></inline-formula> of the noise term needs to be suitable small,</p><p>which is different from that in stochastic strongly damped wave equations with additive noise, this is because the multiplicative noise depends on the state variable <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x41.png" xlink:type="simple"/></inline-formula> but the additive noise term is independent of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x42.png" xlink:type="simple"/></inline-formula>.</p><p>This paper is organized as follows. In the next section, we recall some basic concepts and properties for general random dynamical systems. In Section 3, we provide some basic settings about Equation (1.1) and show that it generates a random dynamical system in proper function space. Section 4 is devoted to proving the existence of a unique 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 dynamical systems (see [<xref ref-type="bibr" rid="scirp.59607-ref28">28</xref>] [<xref ref-type="bibr" rid="scirp.59607-ref29">29</xref>] for details).</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x43.png" xlink:type="simple"/></inline-formula> be a separable Hilbert space with Borel <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x44.png" xlink:type="simple"/></inline-formula>-algebra<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x45.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x46.png" xlink:type="simple"/></inline-formula> be a probability space as in Section 1. Define <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x47.png" xlink:type="simple"/></inline-formula> on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x48.png" xlink:type="simple"/></inline-formula> via</p><disp-formula id="scirp.59607-formula476"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x49.png"  xlink:type="simple"/></disp-formula><p>then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x50.png" xlink:type="simple"/></inline-formula> is an ergodic metric dynamical system [<xref ref-type="bibr" rid="scirp.59607-ref28">28</xref>] [<xref ref-type="bibr" rid="scirp.59607-ref29">29</xref>] .</p><p>In the following, a property holds for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x51.png" xlink:type="simple"/></inline-formula>-a.e. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x52.png" xlink:type="simple"/></inline-formula>means that there is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x53.png" xlink:type="simple"/></inline-formula> with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x54.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x55.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x56.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.1 A continuous random dynamical system on X over <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x57.png" xlink:type="simple"/></inline-formula> is a mapping</p><disp-formula id="scirp.59607-formula477"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x58.png"  xlink:type="simple"/></disp-formula><p>which is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x59.png" xlink:type="simple"/></inline-formula>-measurable and satisfies, for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x60.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x61.png" xlink:type="simple"/></inline-formula>,</p><p>1) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x62.png" xlink:type="simple"/></inline-formula>is the identity on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x63.png" xlink:type="simple"/></inline-formula>;</p><p>2) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x64.png" xlink:type="simple"/></inline-formula>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x65.png" xlink:type="simple"/></inline-formula>;</p><p>3) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x66.png" xlink:type="simple"/></inline-formula>is continuous for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x67.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.2 (See [<xref ref-type="bibr" rid="scirp.59607-ref29">29</xref>] ).</p><p>1) A set-valued mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x68.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/3-2340192x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x69.png" xlink:type="simple"/></inline-formula> is measurable for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x70.png" xlink:type="simple"/></inline-formula>. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x71.png" xlink:type="simple"/></inline-formula> is also closed (compact) for each<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x72.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x73.png" xlink:type="simple"/></inline-formula></p><p>is called a random closed (compact) set. A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x74.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/3-2340192x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x75.png" xlink:type="simple"/></inline-formula> and a random variable <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x76.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.59607-formula478"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x77.png"  xlink:type="simple"/></disp-formula><p>2) A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x78.png" xlink:type="simple"/></inline-formula> is called tempered provided for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x79.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x80.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula479"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x81.png"  xlink:type="simple"/></disp-formula><p>3) A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x82.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/3-2340192x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x83.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x84.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x85.png" xlink:type="simple"/></inline-formula>, there exists <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x86.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.59607-formula480"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x87.png"  xlink:type="simple"/></disp-formula><p>4) A random set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x88.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/3-2340192x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x89.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x90.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x91.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.59607-formula481"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x92.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x93.png" xlink:type="simple"/></inline-formula> is the Hausdorff semi-distance given by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x94.png" xlink:type="simple"/></inline-formula> for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x95.png" xlink:type="simple"/></inline-formula>.</p><p>5) A random compact set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x96.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/3-2340192x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x97.png" xlink:type="simple"/></inline-formula> for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x98.png" xlink:type="simple"/></inline-formula>-a.e. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x99.png" xlink:type="simple"/></inline-formula>and all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x100.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 2.3 (See [<xref ref-type="bibr" rid="scirp.59607-ref29">29</xref>] ). Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula> be a continuous random dynamical system on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x102.png" xlink:type="simple"/></inline-formula> over<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x103.png" xlink:type="simple"/></inline-formula>. If there is a tempered random compact absorbing set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x104.png" xlink:type="simple"/></inline-formula> of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x105.png" xlink:type="simple"/></inline-formula>, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x106.png" xlink:type="simple"/></inline-formula> is a compact random attractor of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x107.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.59607-formula482"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x108.png"  xlink:type="simple"/></disp-formula><p>Moreover, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x109.png" xlink:type="simple"/></inline-formula>is the unique random attractor of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x110.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s3"><title>3. Stochastic Strongly Damped Wave Equation</title><p>In this section, we outline the basic setting of (1.1)-(1.2) and show that it generates a random dynamical system.</p><p>Define an unbounded operator</p><disp-formula id="scirp.59607-formula483"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x111.png"  xlink:type="simple"/></disp-formula><p>Clearly, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x112.png" xlink:type="simple"/></inline-formula>is a self-adjoint, positive linear operator with the eigenvalues<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x113.png" xlink:type="simple"/></inline-formula>:</p><disp-formula id="scirp.59607-formula484"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x114.png"  xlink:type="simple"/></disp-formula><p>It is well known that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x115.png" xlink:type="simple"/></inline-formula> generates an analytic semigroup of bounded linear operators <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x116.png" xlink:type="simple"/></inline-formula> on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x117.png" xlink:type="simple"/></inline-formula>.</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x118.png" xlink:type="simple"/></inline-formula>, endowed with the usual norm</p><disp-formula id="scirp.59607-formula485"><label>(3.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x119.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x120.png" xlink:type="simple"/></inline-formula> denotes the usual norm in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x121.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x122.png" xlink:type="simple"/></inline-formula> stands for the transposition.</p><p>It is convenient to reduce (1.1) to an evolution equation of the first order in time</p><disp-formula id="scirp.59607-formula486"><label>(3.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x123.png"  xlink:type="simple"/></disp-formula><p>For our purpose, it is convenient to convert the problems (1.1)-(1.2) into a deterministic system with a random parameter, and then show that it generates a random dynamical system.</p><p>We now introduce an Ornstein-Uhlenbeck process given by the Brownian motion. Put</p><disp-formula id="scirp.59607-formula487"><label>(3.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x124.png"  xlink:type="simple"/></disp-formula><p>which is called Ornstein-Uhlenbeck process and solves the It&#244; equation</p><disp-formula id="scirp.59607-formula488"><label>(3.4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x125.png"  xlink:type="simple"/></disp-formula><p>From [<xref ref-type="bibr" rid="scirp.59607-ref30">30</xref>] [<xref ref-type="bibr" rid="scirp.59607-ref31">31</xref>] , it is known that the random variable <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula> is tempered, and there is a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x127.png" xlink:type="simple"/></inline-formula>-invariant set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x128.png" xlink:type="simple"/></inline-formula> of full <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x129.png" xlink:type="simple"/></inline-formula> measure such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x130.png" xlink:type="simple"/></inline-formula> is continuous in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x131.png" xlink:type="simple"/></inline-formula> for every<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x132.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 3.1 (See [<xref ref-type="bibr" rid="scirp.59607-ref7">7</xref>] ). For the Ornstein-Uhlenbeck process <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x133.png" xlink:type="simple"/></inline-formula> in Equation (3.3), we have the following results</p><disp-formula id="scirp.59607-formula489"><label>(3.5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x134.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula490"><label>(3.6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x135.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula491"><label>(3.7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x136.png"  xlink:type="simple"/></disp-formula><p>To show that problem (3.2) generates a random dynamical system, we let</p><disp-formula id="scirp.59607-formula492"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x137.png"  xlink:type="simple"/></disp-formula><p>which <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x138.png" xlink:type="simple"/></inline-formula> is a given positive number, then problems (1.1)-(1.2) can be rewritten as the equivalent system with random coefficients but without multiplicative noise on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x139.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula493"><label>(3.8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x140.png"  xlink:type="simple"/></disp-formula><p>which has the following vector form</p><disp-formula id="scirp.59607-formula494"><label>(3.9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x141.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.59607-formula495"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x142.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula496"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x143.png"  xlink:type="simple"/></disp-formula><p>We will consider Equation (3.8) or (3.9) for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x144.png" xlink:type="simple"/></inline-formula> and write <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x145.png" xlink:type="simple"/></inline-formula> as <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x146.png" xlink:type="simple"/></inline-formula> from now on.</p><p>By the classical theory concerning the existence and uniqueness of the solutions [<xref ref-type="bibr" rid="scirp.59607-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.59607-ref32">32</xref>] , one may show that under conditions (1.4)-(1.5), for each<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x147.png" xlink:type="simple"/></inline-formula>, problem (3.9) has a unique solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x148.png" xlink:type="simple"/></inline-formula> which is continuous with respect to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x149.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x150.png" xlink:type="simple"/></inline-formula> for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x151.png" xlink:type="simple"/></inline-formula>. Then the solution mapping</p><disp-formula id="scirp.59607-formula497"><label>(3.10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x152.png"  xlink:type="simple"/></disp-formula><p>generates a continuous random dynamical system over <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x153.png" xlink:type="simple"/></inline-formula> on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x154.png" xlink:type="simple"/></inline-formula>.</p><p>Introduce the homeomorphism<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x155.png" xlink:type="simple"/></inline-formula>, whose inverse homeomorphism is<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x156.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x156.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x157.png" xlink:type="simple"/></inline-formula>. Then the transformation</p><disp-formula id="scirp.59607-formula498"><label>(3.11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x158.png"  xlink:type="simple"/></disp-formula><p>also generates a continuous random dynamical system associated with the problem (3.2) on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x159.png" xlink:type="simple"/></inline-formula>.</p><p>Note that the two random dynamical systems <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x160.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x160.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x161.png" xlink:type="simple"/></inline-formula> are equivalent. By transformation (3.11), it is easy to see that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x160.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x162.png" xlink:type="simple"/></inline-formula> has a random attractor provided <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x160.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x163.png" xlink:type="simple"/></inline-formula> possesses a random attractor. Thus, we only need to consider the random dynamical system<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x160.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x164.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s4"><title>4. Random Attractor</title><p>In this section, we study the existence of a random attractor. Throughout this section we assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x165.png" xlink:type="simple"/></inline-formula> is the collection of all tempered random subsets of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x166.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.59607-formula499"><label>(4.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x167.png"  xlink:type="simple"/></disp-formula><p>For our purpose, we introduce a new norm <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x168.png" xlink:type="simple"/></inline-formula> by</p><disp-formula id="scirp.59607-formula500"><label>(4.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x169.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula> is chosen such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula> in which <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x174.png" xlink:type="simple"/></inline-formula> is a small positive number. It is easy to check that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x175.png" xlink:type="simple"/></inline-formula> is equivalent to the usual norm <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x175.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x176.png" xlink:type="simple"/></inline-formula> on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x175.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x177.png" xlink:type="simple"/></inline-formula> in (3.1). For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x175.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x178.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x175.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x176.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x179.png" xlink:type="simple"/></inline-formula>, let</p><disp-formula id="scirp.59607-formula501"><label>(4.3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x180.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x181.png" xlink:type="simple"/></inline-formula> denotes the inner product on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x182.png" xlink:type="simple"/></inline-formula>. By the Poincar&#233; inequality</p><disp-formula id="scirp.59607-formula502"><label>(4.4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x183.png"  xlink:type="simple"/></disp-formula><p>Equation (4.3) is then positive definite.</p><p>Now, we present a property of the operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x184.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x185.png" xlink:type="simple"/></inline-formula> that plays an important role in this article.</p><p>Lemma 4.1 Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x186.png" xlink:type="simple"/></inline-formula>. There exists a small positive constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x187.png" xlink:type="simple"/></inline-formula> such that for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x188.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula503"><label>(4.5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x189.png"  xlink:type="simple"/></disp-formula><p>The proof of Lemma 4.1 is similar to that of Lemma 1 in [<xref ref-type="bibr" rid="scirp.59607-ref24">24</xref>] . We hence omit it here.</p><p>Lemma 4.2 Assume that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x190.png" xlink:type="simple"/></inline-formula>, conditions (1.4), (1.5) and (4.1) hold. Then, there exists a random ball <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x191.png" xlink:type="simple"/></inline-formula> centered at 0 with random radius <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x192.png" xlink:type="simple"/></inline-formula> such that for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x193.png" xlink:type="simple"/></inline-formula>, there is a</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x194.png" xlink:type="simple"/></inline-formula>such that for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x195.png" xlink:type="simple"/></inline-formula> satisfies for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x196.png" xlink:type="simple"/></inline-formula>-a.e. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x197.png" xlink:type="simple"/></inline-formula>and all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x198.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula504"><label>(4.6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x199.png"  xlink:type="simple"/></disp-formula><p>Proof. Take the inner product <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x200.png" xlink:type="simple"/></inline-formula> of problem (3.9) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x201.png" xlink:type="simple"/></inline-formula>. By the Cauchy-Schwartz inequality and the Young inequality, we find that</p><disp-formula id="scirp.59607-formula505"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x202.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula506"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x203.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula507"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x204.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula508"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x205.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula509"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x206.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x207.png" xlink:type="simple"/></inline-formula> is the volume of the set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x208.png" xlink:type="simple"/></inline-formula>.</p><p>By using the Poincar&#233; inequality (4.4), we have that</p><disp-formula id="scirp.59607-formula510"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x209.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula511"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x210.png"  xlink:type="simple"/></disp-formula><p>By all the above inequalities and Lemma 4.1, we have</p><disp-formula id="scirp.59607-formula512"><label>(4.7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x211.png"  xlink:type="simple"/></disp-formula><p>By the Gronwall lemma, we have that, for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x212.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula513"><label>(4.8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x213.png"  xlink:type="simple"/></disp-formula><p>By replacing <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x214.png" xlink:type="simple"/></inline-formula> by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x215.png" xlink:type="simple"/></inline-formula>, we get from problem (4.8) that,</p><disp-formula id="scirp.59607-formula514"><label>(4.9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x216.png"  xlink:type="simple"/></disp-formula><p>By inequality (4.1), it is easy to see that</p><disp-formula id="scirp.59607-formula515"><label>(4.10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x217.png"  xlink:type="simple"/></disp-formula><p>It then follows from inequality (4.10), Lemma 3.1, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x218.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x219.png" xlink:type="simple"/></inline-formula> that</p><disp-formula id="scirp.59607-formula516"><label>(4.11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x220.png"  xlink:type="simple"/></disp-formula><p>By Lemma 3.1, inequality (4.10) and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x221.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.59607-formula517"><label>(4.12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x222.png"  xlink:type="simple"/></disp-formula><p>We choose</p><disp-formula id="scirp.59607-formula518"><label>(4.13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x223.png"  xlink:type="simple"/></disp-formula><p>Then, for any tempered random set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x224.png" xlink:type="simple"/></inline-formula>, there exists a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x225.png" xlink:type="simple"/></inline-formula> such that for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x226.png" xlink:type="simple"/></inline-formula>, satisfies for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x227.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x228.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x229.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula519"><label>(4.14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x230.png"  xlink:type="simple"/></disp-formula><p>So, the proof is completed. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x231.png" xlink:type="simple"/></inline-formula></p><p>We now construct a random compact attracting set for RDS<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x232.png" xlink:type="simple"/></inline-formula>. For this purpose, we decompose the solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x233.png" xlink:type="simple"/></inline-formula> of Equation (3.9) with the initial value <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x234.png" xlink:type="simple"/></inline-formula> into two parts</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x235.png" xlink:type="simple"/></inline-formula>, satisfy, respectively</p><disp-formula id="scirp.59607-formula520"><label>(4.15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x236.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula521"><label>(4.16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x237.png"  xlink:type="simple"/></disp-formula><p>Lemma 4.3 Assume that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x238.png" xlink:type="simple"/></inline-formula>, conditions (1.4), (1.5) and (4.1) hold. Then, for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x239.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x240.png" xlink:type="simple"/></inline-formula>, we have for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x240.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x241.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x240.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x241.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x242.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula522"><label>(4.17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x243.png"  xlink:type="simple"/></disp-formula><p>and there exist a tempered random variable <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x244.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x245.png" xlink:type="simple"/></inline-formula> such that for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x246.png" xlink:type="simple"/></inline-formula>-a.e. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x247.png" xlink:type="simple"/></inline-formula>and all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x244.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x247.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x248.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula523"><label>(4.18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x249.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x250.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x250.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x251.png" xlink:type="simple"/></inline-formula> satisfy Equations (4.15), (4.16).</p><p>Proof. We first take the inner product <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x252.png" xlink:type="simple"/></inline-formula> of Equation (4.15) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x252.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x253.png" xlink:type="simple"/></inline-formula>. By Lemma 4.1, we obtain</p><disp-formula id="scirp.59607-formula524"><label>(4.19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x254.png"  xlink:type="simple"/></disp-formula><p>Then by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x255.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x255.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x256.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.59607-formula525"><label>(4.20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x257.png"  xlink:type="simple"/></disp-formula><p>Thus, the first assertion is valid.</p><p>Next, we take the inner product <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x258.png" xlink:type="simple"/></inline-formula> of Equation (4.16) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x258.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x259.png" xlink:type="simple"/></inline-formula>. From the positivity of the operator<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x258.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x259.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x260.png" xlink:type="simple"/></inline-formula>, we easily obtain</p><disp-formula id="scirp.59607-formula526"><label>(4.21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x261.png"  xlink:type="simple"/></disp-formula><p>By the Cauchy-Schwartz inequality and the Young inequality, we find that</p><disp-formula id="scirp.59607-formula527"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x262.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula528"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x263.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula529"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x264.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula530"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x265.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula531"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x266.png"  xlink:type="simple"/></disp-formula><p>By using inequality (4.4), we have that</p><disp-formula id="scirp.59607-formula532"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x267.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.59607-formula533"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x268.png"  xlink:type="simple"/></disp-formula><p>Combining all the above inequalities and inequality (4.21), we have</p><disp-formula id="scirp.59607-formula534"><label>(4.22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x269.png"  xlink:type="simple"/></disp-formula><p>Using the Gronwall lemma, for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x270.png" xlink:type="simple"/></inline-formula>, we get</p><disp-formula id="scirp.59607-formula535"><label>(4.23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x271.png"  xlink:type="simple"/></disp-formula><p>Replacing <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x272.png" xlink:type="simple"/></inline-formula> by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x272.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x273.png" xlink:type="simple"/></inline-formula> we get from the above that,</p><disp-formula id="scirp.59607-formula536"><label>(4.24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x274.png"  xlink:type="simple"/></disp-formula><p>By Lemma 3.1, inequality (4.10) and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x275.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.59607-formula537"><label>(4.25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x276.png"  xlink:type="simple"/></disp-formula><p>We can choose</p><disp-formula id="scirp.59607-formula538"><label>(4.26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x277.png"  xlink:type="simple"/></disp-formula><p>then the second assertion is valid. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x278.png" xlink:type="simple"/></inline-formula></p><p>By Lemma 4.2 and Lemma 4.3, for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x279.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x280.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x281.png" xlink:type="simple"/></inline-formula>, and for some constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x282.png" xlink:type="simple"/></inline-formula>, we have for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x283.png" xlink:type="simple"/></inline-formula>-a.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x279.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x284.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.59607-formula539"><label>(4.27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x285.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x286.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x286.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x287.png" xlink:type="simple"/></inline-formula> be a closed ball of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x286.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x287.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x288.png" xlink:type="simple"/></inline-formula>:</p><disp-formula id="scirp.59607-formula540"><label>(4.28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x289.png"  xlink:type="simple"/></disp-formula><p>Then, by the compact embedding of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x290.png" xlink:type="simple"/></inline-formula> into<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x290.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x291.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x290.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x291.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x292.png" xlink:type="simple"/></inline-formula>is compact in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x290.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x291.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x292.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x293.png" xlink:type="simple"/></inline-formula>.</p><p>Note that</p><disp-formula id="scirp.59607-formula541"><label>(4.29)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x294.png"  xlink:type="simple"/></disp-formula><p>Then by Lemma 4.3 and inequality (4.27), we have for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x295.png" xlink:type="simple"/></inline-formula>-a.e. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x295.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x296.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.59607-formula542"><label>(4.30)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2340192x297.png"  xlink:type="simple"/></disp-formula><p>which implies that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x298.png" xlink:type="simple"/></inline-formula> is a random compact attracting set for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x298.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x299.png" xlink:type="simple"/></inline-formula>. It follows from Equations (4.13) and (4.26) that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x298.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x299.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x300.png" xlink:type="simple"/></inline-formula> is tempered. Thus by Theorem 2.3, the main result of this section can now be stated as follows.</p><p>Theorem 4.4 Assume that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x301.png" xlink:type="simple"/></inline-formula>, conditions (1.4), (1.5) and (4.1) hold. Then, the random dynamical system <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x301.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x302.png" xlink:type="simple"/></inline-formula> has a unique compact random attractor <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x301.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x302.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x303.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x301.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x302.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x303.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x304.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.59607-formula543"><graphic  xlink:href="http://html.scirp.org/file/3-2340192x305.png"  xlink:type="simple"/></disp-formula><p>in which <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x306.png" xlink:type="simple"/></inline-formula> is a tempered random compact attracting set for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x306.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2340192x307.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s5"><title>Supported</title><p>The authors are supported by National Natural Science Foundation of China (Nos. 11326114, 11401244, 11071165 and 11471290); Natural Science Research Project of Ordinary Universities in Jiangsu Province (No. 14KJB110003); the Foundation of Zhejiang Normal University (No. ZC304011068).</p></sec><sec id="s6"><title>Cite this paper</title><p>ZhaojuanWang,ShengfanZhou, (2015) Asymptotic Behavior of Stochastic Strongly Damped Wave Equation with Multiplicative Noise. International Journal of Modern Nonlinear Theory and Application,04,204-214. doi: 10.4236/ijmnta.2015.43015</p></sec></body><back><ref-list><title>References</title><ref id="scirp.59607-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Lomdahl, P.S., Soerensen, O.H. and Christiansen, P. L. (1982) Soliton Excitations in Josephson Tunnel Junctions. Physical Review B, 25, 5337-5348.</mixed-citation></ref><ref id="scirp.59607-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Shen, Z.W., Zhou, S.F. and Shen, W.X. (2010) One-Dimensional Random Attractor and Rotation Number of the Stochastic Damped Sine-Gordon Equation. Journal of Differential Equations, 248, 1432-1457. http://dx.doi.org/10.1016/j.jde.2009.10.007</mixed-citation></ref><ref id="scirp.59607-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Chen, F.X., Guo, B.L. and Wang, P. 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