<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">APM</journal-id><journal-title-group><journal-title>Advances in Pure Mathematics</journal-title></journal-title-group><issn pub-type="epub">2160-0368</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/apm.2016.610056</article-id><article-id pub-id-type="publisher-id">APM-70668</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Freidlin-Wentzell’s Large Deviations for Stochastic Evolution Equations with Poisson Jumps
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Huiyan</surname><given-names>Zhao</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Siyan</surname><given-names>Xu</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>School of Economics and Statistics, Guangzhou University, Guangzhou, China</addr-line></aff><aff id="aff2"><addr-line>Faculty of Science, Ningbo University, Ningbo, China</addr-line></aff><pub-date pub-type="epub"><day>12</day><month>09</month><year>2016</year></pub-date><volume>06</volume><issue>10</issue><fpage>676</fpage><lpage>694</lpage><history><date date-type="received"><day>August</day>	<month>4,</month>	<year>2016</year></date><date date-type="rev-recd"><day>Accepted:</day>	<month>September</month>	<year>16,</year>	</date><date date-type="accepted"><day>September</day>	<month>19,</month>	<year>2016</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>
 
 
  We establish a Freidlin-Wentzell’s large deviation principle for general stochastic evolution equations with Poisson jumps and small multiplicative noises by using weak convergence method.
 
</p></abstract><kwd-group><kwd>Stochastic Evolution Equation</kwd><kwd> Poisson Jumps</kwd><kwd> Freidlin-Wentzell’s Large Deviation</kwd><kwd> Weak Convergence Method</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The weak convergence method of proving a large deviation principle has been developed by Dupuis and Ellis in [<xref ref-type="bibr" rid="scirp.70668-ref1">1</xref>] . The main idea is to get sevral variational representation formulas for the Laplace transform of certain functionals, and then to prove an equi- valence between Laplace principle and large deviation principle (LDP). For Brownian functionals, Bou&#233; and Dupuis [<xref ref-type="bibr" rid="scirp.70668-ref2">2</xref>] have proved an elegant variational representation formula (also can be found in Zhang [<xref ref-type="bibr" rid="scirp.70668-ref3">3</xref>] ). For Poisson functionals, we can see Zhang [<xref ref-type="bibr" rid="scirp.70668-ref4">4</xref>] . Recently, a variational representation formula on Wiener-Poisson space has been estab- lished by Budhiraja, Dupuis, and Maroulas in [<xref ref-type="bibr" rid="scirp.70668-ref5">5</xref>] . These type variational representations have been proved to be very effective for both finite-dimensional and infinite-dimen- sional stochastic dynamical systems (cf. [<xref ref-type="bibr" rid="scirp.70668-ref6">6</xref>] - [<xref ref-type="bibr" rid="scirp.70668-ref10">10</xref>] ). The main advantages of this method are that we only have to make some necessary moment estimates.</p><p>However, there are still few results on the large deviation for stochastic evolution equations with jumps. In [<xref ref-type="bibr" rid="scirp.70668-ref11">11</xref>] , R&#246;ckner and Zhang considered the following type semi-linear stochastic evolutions driven by L&#233;vy processes</p><disp-formula id="scirp.70668-formula719"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x2.png"  xlink:type="simple"/></disp-formula><p>they established the LDP by proving some exponential integrability on different spaces. Later, Budhiraja, Chen and Dupuis developed a large deviation for small Poisson perturbations of a more general class of deterministic equations in infinite dimensional ( [<xref ref-type="bibr" rid="scirp.70668-ref12">12</xref>] ), but they did not consider the small Brownian perturbations simultaneously.</p><p>Motivated by the above work, we would like to prove a Freidlin-Wentzell’s large deviation for nonlinear stochastic evolution equations with Poisson jumps and Brownian motions. At the same time, nonlinear stochastic evolution equations have been studied in various literatures (cf. [<xref ref-type="bibr" rid="scirp.70668-ref13">13</xref>] - [<xref ref-type="bibr" rid="scirp.70668-ref17">17</xref>] ). So we consider the following stochastic evolution equation:</p><disp-formula id="scirp.70668-formula720"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x3.png"  xlink:type="simple"/></disp-formula><p>in the framework of a Gelfand’s triple:</p><disp-formula id="scirp.70668-formula721"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x4.png"  xlink:type="simple"/></disp-formula><p>where V, H (see Section 2) are separable Banach and separable Hilbert space respec- tively. We will establish LDP for solutions of above evolution equation on</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x5.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x6.png" xlink:type="simple"/></inline-formula> is H-valued c&#225;dl&#225;g function space with the Skorokhod topology. For stochastic evolution equations without jumps, Ren and Zhang [<xref ref-type="bibr" rid="scirp.70668-ref9">9</xref>] and Liu [<xref ref-type="bibr" rid="scirp.70668-ref8">8</xref>] achieved the LDP on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x7.png" xlink:type="simple"/></inline-formula> (<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x8.png" xlink:type="simple"/></inline-formula>) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x9.png" xlink:type="simple"/></inline-formula> (<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x10.png" xlink:type="simple"/></inline-formula>) respectively. In our case, there are two new difficulties. The first one is to find a sufficient condition to characterize a compact set in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x11.png" xlink:type="simple"/></inline-formula> (see Proposition 4) instead of Ascoli-Arzel&#224;’s theorem for continuous case, the second one is to control the jump parts. This form of equation contains a large class of (nonliear) stochastic partial differential equation of evolutional type, for applications and examples we refer the reader to [<xref ref-type="bibr" rid="scirp.70668-ref8">8</xref>] , [<xref ref-type="bibr" rid="scirp.70668-ref9">9</xref>] . The equations we consider here are more general than the equations considered in [<xref ref-type="bibr" rid="scirp.70668-ref11">11</xref>] , and we use a different method. We note that, the large deviations for semilinear SPDEs in the sense of mild solutions were considered in paper [<xref ref-type="bibr" rid="scirp.70668-ref18">18</xref>] recently. For other recent research on this topic, see also [<xref ref-type="bibr" rid="scirp.70668-ref12">12</xref>] , [<xref ref-type="bibr" rid="scirp.70668-ref19">19</xref>] .</p><p>In Section 2, we firstly give some notations and recall some results from [<xref ref-type="bibr" rid="scirp.70668-ref5">5</xref>] , which are the basis of our paper, and then introduce our framework. In Section 3, we prove the large deviation principle. In the last section, we give an application. Note that notations c, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x12.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x13.png" xlink:type="simple"/></inline-formula> below will only denote positive constants whose values may vary from line to line.</p></sec><sec id="s2"><title>2. Preliminaries and Framework</title><p>We first recall some notations from [<xref ref-type="bibr" rid="scirp.70668-ref5">5</xref>] .</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x14.png" xlink:type="simple"/></inline-formula> be a locally compact Polish space and denote by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x15.png" xlink:type="simple"/></inline-formula> the space of all measures <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x16.png" xlink:type="simple"/></inline-formula> on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x17.png" xlink:type="simple"/></inline-formula>, satisfying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x18.png" xlink:type="simple"/></inline-formula> for every compact<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x19.png" xlink:type="simple"/></inline-formula>. Let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x20.png" xlink:type="simple"/></inline-formula>be the space of continuous functions with compact support. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x21.png" xlink:type="simple"/></inline-formula>is a Polish space endowed with the weakest topology such that for every<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x22.png" xlink:type="simple"/></inline-formula>,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x23.png" xlink:type="simple"/></inline-formula>is a continuous function.</p><p>Set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula>. Fix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula> and let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x26.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x27.png" xlink:type="simple"/></inline-formula> and denote by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x28.png" xlink:type="simple"/></inline-formula> the unique probability measure on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x29.png" xlink:type="simple"/></inline-formula> such that the canonical map, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x30.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x31.png" xlink:type="simple"/></inline-formula>, is a Poisson random measure with intensity</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x32.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x33.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x34.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x35.png" xlink:type="simple"/></inline-formula> are Lebesgue measures on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x36.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x37.png" xlink:type="simple"/></inline-formula> respectively.</p><p>Let G be a real separable Hilbert space and let Q be a positive definite and symmetric trace operator defined on G. Set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula> be defined by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x41.png" xlink:type="simple"/></inline-formula>, for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x42.png" xlink:type="simple"/></inline-formula>. Let W be the coordinate map on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x43.png" xlink:type="simple"/></inline-formula> defined as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x44.png" xlink:type="simple"/></inline-formula>. Define<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x45.png" xlink:type="simple"/></inline-formula>. We denote by P the unique probability measure on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x46.png" xlink:type="simple"/></inline-formula> such that under P:</p><p>1) W is a Q-Wiener process;</p><p>2) N is a Poisson random measure with intensity measure<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x47.png" xlink:type="simple"/></inline-formula>;</p><p>3)<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x48.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x49.png" xlink:type="simple"/></inline-formula>are <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x50.png" xlink:type="simple"/></inline-formula>-martingales for every<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x51.png" xlink:type="simple"/></inline-formula>.</p><p>We denote by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x52.png" xlink:type="simple"/></inline-formula> be P-completion of the filtration<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x53.png" xlink:type="simple"/></inline-formula>. From now on, we will work on the probability space <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x54.png" xlink:type="simple"/></inline-formula> with filtration<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x55.png" xlink:type="simple"/></inline-formula>.</p><p>Denote by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x56.png" xlink:type="simple"/></inline-formula> the predictable s-field on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x57.png" xlink:type="simple"/></inline-formula> with the filtration</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x58.png" xlink:type="simple"/></inline-formula>on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x59.png" xlink:type="simple"/></inline-formula>. Let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x60.png" xlink:type="simple"/></inline-formula>.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x61.png" xlink:type="simple"/></inline-formula>, de- fine</p><disp-formula id="scirp.70668-formula722"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x62.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.70668-formula723"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x63.png"  xlink:type="simple"/></disp-formula><p>and define a counting process <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x64.png" xlink:type="simple"/></inline-formula> as</p><disp-formula id="scirp.70668-formula724"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x65.png"  xlink:type="simple"/></disp-formula><p>For fixed<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x66.png" xlink:type="simple"/></inline-formula>, let</p><disp-formula id="scirp.70668-formula725"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x67.png"  xlink:type="simple"/></disp-formula><p>By [<xref ref-type="bibr" rid="scirp.70668-ref5">5</xref>] , we can define<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula>for a function<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x70.png" xlink:type="simple"/></inline-formula>, and identify g with measure<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x71.png" xlink:type="simple"/></inline-formula>. Besides, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x72.png" xlink:type="simple"/></inline-formula>is a compact subset of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x73.png" xlink:type="simple"/></inline-formula> through the superlinear groth of l. We can also consider the to- pology on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x74.png" xlink:type="simple"/></inline-formula> which makes <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x75.png" xlink:type="simple"/></inline-formula> a compact space.</p><p>Remark 1. We note that, for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x76.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x77.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x78.png" xlink:type="simple"/></inline-formula>in this topology means</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x79.png" xlink:type="simple"/></inline-formula>, that is, for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x80.png" xlink:type="simple"/></inline-formula>,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x81.png" xlink:type="simple"/></inline-formula>holds as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x82.png" xlink:type="simple"/></inline-formula>.</p><p>Set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x83.png" xlink:type="simple"/></inline-formula> and define<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x84.png" xlink:type="simple"/></inline-formula>. Let</p><disp-formula id="scirp.70668-formula726"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x85.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula727"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x86.png"  xlink:type="simple"/></disp-formula><p>We endow <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x87.png" xlink:type="simple"/></inline-formula> with the weak topology on the Hilbert space such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x88.png" xlink:type="simple"/></inline-formula> is a compact subset of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x89.png" xlink:type="simple"/></inline-formula>.</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x90.png" xlink:type="simple"/></inline-formula> with the usual product topology. Set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x91.png" xlink:type="simple"/></inline-formula> and let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x92.png" xlink:type="simple"/></inline-formula> be the space of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x93.png" xlink:type="simple"/></inline-formula>-valued controls:</p><disp-formula id="scirp.70668-formula728"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x94.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x95.png" xlink:type="simple"/></inline-formula> be a Polish space and let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x96.png" xlink:type="simple"/></inline-formula> be a set of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x97.png" xlink:type="simple"/></inline-formula>-valued random variables</p><p>defined on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x98.png" xlink:type="simple"/></inline-formula> by</p><disp-formula id="scirp.70668-formula729"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x99.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x100.png" xlink:type="simple"/></inline-formula> is a family of measurable maps from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x101.png" xlink:type="simple"/></inline-formula> to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x102.png" xlink:type="simple"/></inline-formula>.</p><p>Hypothesis. There exists a measurable map <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x103.png" xlink:type="simple"/></inline-formula> such that the following hold.</p><p>1) For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x104.png" xlink:type="simple"/></inline-formula>, if a family <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x105.png" xlink:type="simple"/></inline-formula> converges in distribution to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x106.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.70668-formula730"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x107.png"  xlink:type="simple"/></disp-formula><p>where &#222; denotes the weak convergence.</p><p>2) For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x108.png" xlink:type="simple"/></inline-formula>, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x109.png" xlink:type="simple"/></inline-formula> be such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x110.png" xlink:type="simple"/></inline-formula>. Then</p><disp-formula id="scirp.70668-formula731"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x111.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x112.png" xlink:type="simple"/></inline-formula>, define<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x113.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x114.png" xlink:type="simple"/></inline-formula> be</p><disp-formula id="scirp.70668-formula732"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x115.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x116.png" xlink:type="simple"/></inline-formula>.</p><p>We have the following important result due to [<xref ref-type="bibr" rid="scirp.70668-ref5">5</xref>] .</p><p>Theorem 2. Under the above Hypothesis, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x117.png" xlink:type="simple"/></inline-formula>satisfies a large deviation prin- ciple with rate function I.</p><p>Now we introduce our framework and assumptions.</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x118.png" xlink:type="simple"/></inline-formula> be a real separable Hilbert space. Let V be a reflexive Banach space and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x119.png" xlink:type="simple"/></inline-formula> be the dual space of V and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x120.png" xlink:type="simple"/></inline-formula> denotes the corresponding dualization. Identify H with its dual <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x121.png" xlink:type="simple"/></inline-formula> and the following assumptions are satisfied:</p><p>1)<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x122.png" xlink:type="simple"/></inline-formula>;</p><p>2) V is dense in H;</p><p>3) there exists a constant c such that for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x123.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x124.png" xlink:type="simple"/></inline-formula>;</p><p>4)<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x125.png" xlink:type="simple"/></inline-formula>.</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x126.png" xlink:type="simple"/></inline-formula> be the space of Hilbert-Schmidt linear operators from G to H, which is a real separable Hilbert space with the inner product</p><disp-formula id="scirp.70668-formula733"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x127.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x128.png" xlink:type="simple"/></inline-formula> is an orthonormal basis of G. We denote by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x129.png" xlink:type="simple"/></inline-formula> the set of all linear operators C mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x130.png" xlink:type="simple"/></inline-formula> into H such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x131.png" xlink:type="simple"/></inline-formula>, and the norm<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x132.png" xlink:type="simple"/></inline-formula>.</p><p>Let</p><disp-formula id="scirp.70668-formula734"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x133.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula735"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x134.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula736"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x135.png"  xlink:type="simple"/></disp-formula><p>be progressively measurable. For example, for every<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x136.png" xlink:type="simple"/></inline-formula>, A restricted to</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x137.png" xlink:type="simple"/></inline-formula>is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x138.png" xlink:type="simple"/></inline-formula>-measurable.</p><p>We assume throughout this paper that:</p><p>(H1) Hermicontinuity: For any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x139.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x140.png" xlink:type="simple"/></inline-formula>and any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x141.png" xlink:type="simple"/></inline-formula>, the mapping</p><disp-formula id="scirp.70668-formula737"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x142.png"  xlink:type="simple"/></disp-formula><p>is continuous.</p><p>(H2) Weak monotonicity: There exist <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x143.png" xlink:type="simple"/></inline-formula> such that for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x143.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x144.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.70668-formula738"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x145.png"  xlink:type="simple"/></disp-formula><p>holds on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x146.png" xlink:type="simple"/></inline-formula>.</p><p>(H3) Coercivity: For all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x147.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x148.png" xlink:type="simple"/></inline-formula>, there exist <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x149.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.70668-formula739"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x150.png"  xlink:type="simple"/></disp-formula><p>holds on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x151.png" xlink:type="simple"/></inline-formula>.</p><p>(H4) For all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x152.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x153.png" xlink:type="simple"/></inline-formula>, there exists <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x154.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.70668-formula740"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x155.png"  xlink:type="simple"/></disp-formula><p>holds on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x156.png" xlink:type="simple"/></inline-formula>.</p><p>(H5) There exists <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x157.png" xlink:type="simple"/></inline-formula> such that for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x157.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x158.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x157.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x158.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x159.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x157.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x158.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x159.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x160.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.70668-formula741"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x161.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula742"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x162.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula743"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x163.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.70668-formula744"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x164.png"  xlink:type="simple"/></disp-formula><p>(H6) There exist some compact<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x165.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x166.png" xlink:type="simple"/></inline-formula>, for all</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x167.png" xlink:type="simple"/></inline-formula>. For any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x168.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x169.png" xlink:type="simple"/></inline-formula>is continuous on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x170.png" xlink:type="simple"/></inline-formula>.</p><p>(H7) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x171.png" xlink:type="simple"/></inline-formula>compactly.</p></sec><sec id="s3"><title>3. Large Deviation Principle</title><p>Consider small noise stochastic evolution equation as following:</p><disp-formula id="scirp.70668-formula745"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x172.png"  xlink:type="simple"/></disp-formula><p>Under the assumptions (H1)-(H5), by [<xref ref-type="bibr" rid="scirp.70668-ref15">15</xref>] , [<xref ref-type="bibr" rid="scirp.70668-ref17">17</xref>] , there exists a unique solution in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x173.png" xlink:type="simple"/></inline-formula> to Equation (5). By Yamada-Watanabe theorem, there exists a measurable mapping <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x174.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.70668-formula746"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x175.png"  xlink:type="simple"/></disp-formula><p>We now fix a family of processes<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x176.png" xlink:type="simple"/></inline-formula>, and put</p><disp-formula id="scirp.70668-formula747"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x177.png"  xlink:type="simple"/></disp-formula><p>By Girsanov’s theorem, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x178.png" xlink:type="simple"/></inline-formula>is the unique solution of the following controlled sto- chastic evolution equation:</p><disp-formula id="scirp.70668-formula748"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x179.png"  xlink:type="simple"/></disp-formula><p>Remark 3. For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x180.png" xlink:type="simple"/></inline-formula>, by (1) and (2), there exists a constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x181.png" xlink:type="simple"/></inline-formula> such that for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x182.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.70668-formula749"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x183.png"  xlink:type="simple"/></disp-formula><p>We will verify that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x184.png" xlink:type="simple"/></inline-formula> satisfies the Hypothesis with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x185.png" xlink:type="simple"/></inline-formula> replaced by</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x186.png" xlink:type="simple"/></inline-formula>. By using the similar method as in [<xref ref-type="bibr" rid="scirp.70668-ref9">9</xref>] , we have the following uniform estimates about<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x187.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 1. There exists a constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x188.png" xlink:type="simple"/></inline-formula> such that, for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x189.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.70668-formula750"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x190.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula751"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x191.png"  xlink:type="simple"/></disp-formula><p>In order to characterize a compact set in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x192.png" xlink:type="simple"/></inline-formula>, we need the following lemma.</p><p>Lemma 2. For any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x193.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x194.png" xlink:type="simple"/></inline-formula>, there exist <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x195.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x196.png" xlink:type="simple"/></inline-formula> such that for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x197.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.70668-formula752"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x198.png"  xlink:type="simple"/></disp-formula><p>Proof. For fixed <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x199.png" xlink:type="simple"/></inline-formula> and any t such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x200.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.70668-formula753"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x201.png"  xlink:type="simple"/></disp-formula><p>Therefore</p><disp-formula id="scirp.70668-formula754"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x202.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.70668-formula755"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x203.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula756"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x204.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula757"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x205.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x206.png" xlink:type="simple"/></inline-formula>, by (H4), H&#246;lder’s inequality and Lemma 1, we have</p><disp-formula id="scirp.70668-formula758"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x207.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.70668-formula759"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x208.png"  xlink:type="simple"/></disp-formula><p>By (7), we have</p><disp-formula id="scirp.70668-formula760"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x209.png"  xlink:type="simple"/></disp-formula><p>So by (9) and dominated convergence theorem, for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x210.png" xlink:type="simple"/></inline-formula>, we obtain</p><disp-formula id="scirp.70668-formula761"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x211.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x212.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x213.png" xlink:type="simple"/></inline-formula>, by BDG’s inequality, (H5) and Lemma 1, we obtain</p><disp-formula id="scirp.70668-formula762"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x214.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.70668-formula763"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x215.png"  xlink:type="simple"/></disp-formula><p>Hence, for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x216.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.70668-formula764"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x217.png"  xlink:type="simple"/></disp-formula><p>By choosing <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x218.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x219.png" xlink:type="simple"/></inline-formula> small enough, then (10) holds immediately.</p><p>Proposition 4. For a sequence of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x220.png" xlink:type="simple"/></inline-formula>-valued random variable<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x221.png" xlink:type="simple"/></inline-formula>, if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x221.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x222.png" xlink:type="simple"/></inline-formula> satisfies the following two conditons:</p><p>1) For any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x223.png" xlink:type="simple"/></inline-formula>, there are<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x223.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x224.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x223.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x224.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x225.png" xlink:type="simple"/></inline-formula>, with</p><disp-formula id="scirp.70668-formula765"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x226.png"  xlink:type="simple"/></disp-formula><p>2) For any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x227.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x228.png" xlink:type="simple"/></inline-formula>, there are<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x229.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x230.png" xlink:type="simple"/></inline-formula>, with</p><disp-formula id="scirp.70668-formula766"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x231.png"  xlink:type="simple"/></disp-formula><p>Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x232.png" xlink:type="simple"/></inline-formula> is C-tight, that is, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x233.png" xlink:type="simple"/></inline-formula>is tightness in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x234.png" xlink:type="simple"/></inline-formula> and if X is a limit point then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x235.png" xlink:type="simple"/></inline-formula> a.s..</p><p>Proof. It’s obvious that (2) implies the following condition (cf. [<xref ref-type="bibr" rid="scirp.70668-ref20">20</xref>] , p. 290). For any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x236.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x236.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x237.png" xlink:type="simple"/></inline-formula>, there are<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x236.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x237.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x238.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x236.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x237.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x239.png" xlink:type="simple"/></inline-formula>, with</p><disp-formula id="scirp.70668-formula767"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x240.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.70668-formula768"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x241.png"  xlink:type="simple"/></disp-formula><p>For the finite family<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x242.png" xlink:type="simple"/></inline-formula>, we can find <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x242.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x243.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x242.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x243.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x244.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.70668-formula769"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x245.png"  xlink:type="simple"/></disp-formula><p>Hence, replacing R by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x246.png" xlink:type="simple"/></inline-formula> in (1) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x247.png" xlink:type="simple"/></inline-formula> by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x247.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x248.png" xlink:type="simple"/></inline-formula> in (11), we obtain that they still hold with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x247.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x248.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x249.png" xlink:type="simple"/></inline-formula>.</p><p>Fix<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x250.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x250.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x251.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x250.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x251.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x252.png" xlink:type="simple"/></inline-formula> satisfy</p><disp-formula id="scirp.70668-formula770"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x253.png"  xlink:type="simple"/></disp-formula><p>Then</p><disp-formula id="scirp.70668-formula771"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x254.png"  xlink:type="simple"/></disp-formula><p>satisfies</p><disp-formula id="scirp.70668-formula772"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x255.png"  xlink:type="simple"/></disp-formula><p>By (H7), we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x256.png" xlink:type="simple"/></inline-formula> compactly. So, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x256.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x257.png" xlink:type="simple"/></inline-formula>satisfies the conditions of Theorem A2.2 ( [<xref ref-type="bibr" rid="scirp.70668-ref21">21</xref>] , p. 563), then it’s relatively compact in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x256.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x257.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x258.png" xlink:type="simple"/></inline-formula>. This implies tightness of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x256.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x257.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x258.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x259.png" xlink:type="simple"/></inline-formula>.</p><p>It remains to prove that if a subsequence, still denoted by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x260.png" xlink:type="simple"/></inline-formula>, converges in law to some X, then X is a.s. continuous. By taking the same scheme as in Proposition 3.26 (cf. [<xref ref-type="bibr" rid="scirp.70668-ref20">20</xref>] , p. 315) and replacing <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x260.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x261.png" xlink:type="simple"/></inline-formula> by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x260.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x261.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x262.png" xlink:type="simple"/></inline-formula> in the proof, we complete the proof.</p><p>According to Lemma 1 and Lemma 2, we have the following result:</p><p>Corollary 1. The sequence <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x263.png" xlink:type="simple"/></inline-formula> is C-tight in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x263.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x264.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 3. Assume that for almost all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x266.png" xlink:type="simple"/></inline-formula>weakly converges to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x266.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x267.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x266.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x267.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x268.png" xlink:type="simple"/></inline-formula> for fixed <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x266.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x267.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x268.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x269.png" xlink:type="simple"/></inline-formula> and there is a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x266.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x267.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x268.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x269.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x270.png" xlink:type="simple"/></inline-formula>-valued process <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x265.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x266.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x267.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x268.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x269.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x270.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x271.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.70668-formula773"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x272.png"  xlink:type="simple"/></disp-formula><p>Then, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x273.png" xlink:type="simple"/></inline-formula>solves the following equation:</p><disp-formula id="scirp.70668-formula774"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x274.png"  xlink:type="simple"/></disp-formula><p>Moreover, we have</p><disp-formula id="scirp.70668-formula775"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x275.png"  xlink:type="simple"/></disp-formula><p>and if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x276.png" xlink:type="simple"/></inline-formula> in (H2), then</p><disp-formula id="scirp.70668-formula776"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x277.png"  xlink:type="simple"/></disp-formula><p>Proof. We divide our proof into several steps.</p><p>Step 1. By Lemma 1, we have</p><disp-formula id="scirp.70668-formula777"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x278.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.70668-formula778"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x279.png"  xlink:type="simple"/></disp-formula><p>Therefore, by the strong convergence of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula> to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula> as in (12). We get, for almost all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x282.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x283.png" xlink:type="simple"/></inline-formula>converges weakly to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x284.png" xlink:type="simple"/></inline-formula> in H and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x284.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x285.png" xlink:type="simple"/></inline-formula> converges to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x284.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x285.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x286.png" xlink:type="simple"/></inline-formula> weakly in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x280.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x281.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x282.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x283.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x284.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x285.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x286.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x287.png" xlink:type="simple"/></inline-formula>; and so we have</p><disp-formula id="scirp.70668-formula779"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x288.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula780"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x289.png"  xlink:type="simple"/></disp-formula><p>By (12), (16) and dominated convergence theorem, we have</p><disp-formula id="scirp.70668-formula781"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x290.png"  xlink:type="simple"/></disp-formula><p>Thus</p><disp-formula id="scirp.70668-formula782"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x291.png"  xlink:type="simple"/></disp-formula><p>Step 2. In this step, we prove <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x292.png" xlink:type="simple"/></inline-formula> solves Equation (13). By (H4) and (15), we have</p><disp-formula id="scirp.70668-formula783"><label>(20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x293.png"  xlink:type="simple"/></disp-formula><p>Hence, by (15) and (20), there exist subsequences of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x294.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x294.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x295.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x294.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x295.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x296.png" xlink:type="simple"/></inline-formula> (still denoted by themselves for simplicity) and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x294.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x295.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x296.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x297.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x294.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x295.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x296.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x297.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x298.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x294.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x295.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x296.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x297.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x298.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x299.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.70668-formula784"><label>(21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x300.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula785"><label>(22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x301.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.70668-formula786"><label>(23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x302.png"  xlink:type="simple"/></disp-formula><p>Define</p><disp-formula id="scirp.70668-formula787"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x303.png"  xlink:type="simple"/></disp-formula><p>Note that</p><disp-formula id="scirp.70668-formula788"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x304.png"  xlink:type="simple"/></disp-formula><p>By taking weak limits and by (19), we can get</p><disp-formula id="scirp.70668-formula789"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x305.png"  xlink:type="simple"/></disp-formula><p>Indeed, for any V-valued bounded and measurable process<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x306.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.70668-formula790"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x307.png"  xlink:type="simple"/></disp-formula><p>By (21), (23) and taking limits for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x308.png" xlink:type="simple"/></inline-formula>, then we get (see also the proof of (27) and (29) below)</p><disp-formula id="scirp.70668-formula791"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x309.png"  xlink:type="simple"/></disp-formula><p>which implies <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x310.png" xlink:type="simple"/></inline-formula> for almost all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x310.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x311.png" xlink:type="simple"/></inline-formula>. Similarly, we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x312.png" xlink:type="simple"/></inline-formula>for almost all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x312.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x313.png" xlink:type="simple"/></inline-formula>.</p><p>We only have to prove</p><disp-formula id="scirp.70668-formula792"><label>(24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x314.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x315.png" xlink:type="simple"/></inline-formula>. By It&#244;’s formula</p><disp-formula id="scirp.70668-formula793"><label>(25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x316.png"  xlink:type="simple"/></disp-formula><p>By (H2)</p><disp-formula id="scirp.70668-formula794"><label>(26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x317.png"  xlink:type="simple"/></disp-formula><p>as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x318.png" xlink:type="simple"/></inline-formula>.</p><p>We now prove</p><disp-formula id="scirp.70668-formula795"><label>(27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x319.png"  xlink:type="simple"/></disp-formula><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x320.png" xlink:type="simple"/></inline-formula> weakly converges to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x320.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x321.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x320.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x321.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x322.png" xlink:type="simple"/></inline-formula> (see (2)), then</p><disp-formula id="scirp.70668-formula796"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x323.png"  xlink:type="simple"/></disp-formula><p>the last limit follows by using dominated convergence theorem. By (2), (H5), Lemma 1 and (19), we also have</p><disp-formula id="scirp.70668-formula797"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x324.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.70668-formula798"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x325.png"  xlink:type="simple"/></disp-formula><p>Then limit (27) follows.</p><p>Moreover, it is easy to get that</p><disp-formula id="scirp.70668-formula799"><label>(28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x326.png"  xlink:type="simple"/></disp-formula><p>Now we prove the following limit:</p><disp-formula id="scirp.70668-formula800"><label>(29)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x327.png"  xlink:type="simple"/></disp-formula><p>By (H5), Lemma 1 and (19), we have</p><disp-formula id="scirp.70668-formula801"><label>(30)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x328.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.70668-formula802"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x329.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.70668-formula803"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x330.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x331.png" xlink:type="simple"/></inline-formula>, by Young inequality, we have</p><disp-formula id="scirp.70668-formula804"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x332.png"  xlink:type="simple"/></disp-formula><p>by noting (16) and (19). For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x333.png" xlink:type="simple"/></inline-formula>, by (4), (H6) and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x333.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x334.png" xlink:type="simple"/></inline-formula>, it’s easy to verify</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x335.png" xlink:type="simple"/></inline-formula>is a continuous function on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x335.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x336.png" xlink:type="simple"/></inline-formula> with the compact su-</p><p>pport<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x337.png" xlink:type="simple"/></inline-formula>, and by the weak convergence of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x338.png" xlink:type="simple"/></inline-formula> to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x338.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x339.png" xlink:type="simple"/></inline-formula> (see Remark 1) and domi- nated convergence theorem, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x338.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x339.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x340.png" xlink:type="simple"/></inline-formula>as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x338.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x339.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x340.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x341.png" xlink:type="simple"/></inline-formula>. Then (30) goes to 0 as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x337.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x338.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x339.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x340.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x341.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x342.png" xlink:type="simple"/></inline-formula>. Similarly, we have</p><disp-formula id="scirp.70668-formula805"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x343.png"  xlink:type="simple"/></disp-formula><p>Then, we get (29).</p><p>It is obvious that</p><disp-formula id="scirp.70668-formula806"><label>(31)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x344.png"  xlink:type="simple"/></disp-formula><p>Combining (26) to (31) yields that</p><disp-formula id="scirp.70668-formula807"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x345.png"  xlink:type="simple"/></disp-formula><p>On the other hand, by It&#244;’s formula we have</p><disp-formula id="scirp.70668-formula808"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x346.png"  xlink:type="simple"/></disp-formula><p>So, we have</p><disp-formula id="scirp.70668-formula809"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x347.png"  xlink:type="simple"/></disp-formula><p>which implies (24) by (H1).</p><p>Step 3. In this step we prove (13) and (14). Notice that</p><disp-formula id="scirp.70668-formula810"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x348.png"  xlink:type="simple"/></disp-formula><p>By It&#244;’s formula, we have</p><disp-formula id="scirp.70668-formula811"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x349.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.70668-formula812"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x350.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula813"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x351.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula814"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x352.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula815"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x353.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula816"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x354.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula817"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x355.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula818"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x356.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula819"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x357.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula820"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x358.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.70668-formula821"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x359.png"  xlink:type="simple"/></disp-formula><p>By Lemma 1 and BDG’s inequality, we get</p><disp-formula id="scirp.70668-formula822"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x360.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x361.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.70668-formula823"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x362.png"  xlink:type="simple"/></disp-formula><p>Similarly</p><disp-formula id="scirp.70668-formula824"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x363.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x364.png" xlink:type="simple"/></inline-formula>, like<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x364.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x365.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.70668-formula825"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x366.png"  xlink:type="simple"/></disp-formula><p>Similarly</p><disp-formula id="scirp.70668-formula826"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x367.png"  xlink:type="simple"/></disp-formula><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x368.png" xlink:type="simple"/></inline-formula>, by (H5) and (H6) we have</p><disp-formula id="scirp.70668-formula827"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x369.png"  xlink:type="simple"/></disp-formula><p>Assume<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x370.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.70668-formula828"><label>(32)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x371.png"  xlink:type="simple"/></disp-formula><p>Set</p><disp-formula id="scirp.70668-formula829"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x372.png"  xlink:type="simple"/></disp-formula><p>then</p><disp-formula id="scirp.70668-formula830"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x373.png"  xlink:type="simple"/></disp-formula><p>So</p><disp-formula id="scirp.70668-formula831"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x374.png"  xlink:type="simple"/></disp-formula><p>Notice (32), we get (13) and (14) immediately.</p><p>We also have the following main lemma.</p><p>Lemma 4. There exists a probability space <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x375.png" xlink:type="simple"/></inline-formula> and a sequence (for conve-</p><p>nience, still denote by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x376.png" xlink:type="simple"/></inline-formula>) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x376.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x377.png" xlink:type="simple"/></inline-formula>and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x378.png" xlink:type="simple"/></inline-formula>defined on this space and taking value in</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x379.png" xlink:type="simple"/></inline-formula>with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x379.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x380.png" xlink:type="simple"/></inline-formula> such that:</p><p>1) For each<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x381.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x381.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x382.png" xlink:type="simple"/></inline-formula>has the same law as</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x383.png" xlink:type="simple"/></inline-formula>;</p><p>2) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x384.png" xlink:type="simple"/></inline-formula>in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x384.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x385.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x384.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x385.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x386.png" xlink:type="simple"/></inline-formula>-a.s., as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x384.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x385.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x386.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x387.png" xlink:type="simple"/></inline-formula>;</p><p>3) <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x388.png" xlink:type="simple"/></inline-formula>uniquely solves the following equation:</p><disp-formula id="scirp.70668-formula832"><label>(33)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x389.png"  xlink:type="simple"/></disp-formula><p>Moreover, we have</p><disp-formula id="scirp.70668-formula833"><label>(34)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x390.png"  xlink:type="simple"/></disp-formula><p>and if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x391.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.70668-formula834"><label>(35)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-5301169x392.png"  xlink:type="simple"/></disp-formula><p>Proof. From Corollary 1, we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula> is C-tight in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x394.png" xlink:type="simple"/></inline-formula>. By the com- pactness of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x394.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x395.png" xlink:type="simple"/></inline-formula>, the law of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x394.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x395.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x396.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x394.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x395.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x396.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x397.png" xlink:type="simple"/></inline-formula> is tight. By Skorok- hod’s embedding theorem, (1) and (2) hold. Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x394.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x395.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x396.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x397.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x398.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x393.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x394.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x395.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x396.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x397.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x398.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x399.png" xlink:type="simple"/></inline-formula>-a.s. and</p><disp-formula id="scirp.70668-formula835"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x400.png"  xlink:type="simple"/></disp-formula><p>Then, the other conclusions follow from Lemma 3 and noting for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x401.png" xlink:type="simple"/></inline-formula> almost all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x401.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x402.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x401.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x402.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x403.png" xlink:type="simple"/></inline-formula>.</p><p>Remark 5. Assume that (H1)-(H7) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x404.png" xlink:type="simple"/></inline-formula> hold, we have verified Hypothesis (1) by the above lemma.</p><p>For fixed<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x405.png" xlink:type="simple"/></inline-formula>, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x405.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x406.png" xlink:type="simple"/></inline-formula> and let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x405.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x406.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x407.png" xlink:type="simple"/></inline-formula> such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x405.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x406.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x407.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x408.png" xlink:type="simple"/></inline-formula> is the unique solution of</p><disp-formula id="scirp.70668-formula836"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x409.png"  xlink:type="simple"/></disp-formula><p>We point out that the difference between <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x410.png" xlink:type="simple"/></inline-formula> in the above equation and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x410.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x411.png" xlink:type="simple"/></inline-formula> in (13) is that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x410.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x411.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x412.png" xlink:type="simple"/></inline-formula> is not random. We have the following result.</p><p>Lemma 5. Assume that (H1)-(H7) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x413.png" xlink:type="simple"/></inline-formula> hold. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x413.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x414.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x413.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x414.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x415.png" xlink:type="simple"/></inline-formula>be such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x413.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x414.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x415.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x416.png" xlink:type="simple"/></inline-formula> in the weak topology of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x413.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x414.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x415.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x416.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x417.png" xlink:type="simple"/></inline-formula> (see Section 2), then</p><disp-formula id="scirp.70668-formula837"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x418.png"  xlink:type="simple"/></disp-formula><p>Proof. Similar to the proofs of Lemma 1 and 2, we can get <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x419.png" xlink:type="simple"/></inline-formula></p><p>is C-tight. As in Lemma 4, there exist a subsequence <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x420.png" xlink:type="simple"/></inline-formula> (still denoted by m) and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x421.png" xlink:type="simple"/></inline-formula>satisfying</p><disp-formula id="scirp.70668-formula838"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x422.png"  xlink:type="simple"/></disp-formula><p>Combining with this convergence and the method used in the proof of Lemma 3, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x423.png" xlink:type="simple"/></inline-formula>, then the result holds.</p><p>Using Remark 5, Lemma 5 and Theorem 2, we obtain the following large deviation principle.</p><p>Theorem 6. Under the same assumptions as in Lemma 5, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x424.png" xlink:type="simple"/></inline-formula>satisfies a large deviation principle with rate function I defined as in (3), i.e. for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x424.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x425.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.70668-formula839"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x426.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x427.png" xlink:type="simple"/></inline-formula> is the law of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x427.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x428.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x427.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x428.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x429.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x427.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x428.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x429.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x430.png" xlink:type="simple"/></inline-formula> is<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x427.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x428.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x429.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x430.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x431.png" xlink:type="simple"/></inline-formula>.</p><p>Remark 7. If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x432.png" xlink:type="simple"/></inline-formula>, then the conclusion still holds if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x432.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x433.png" xlink:type="simple"/></inline-formula> is replaced by</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x434.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s4"><title>4. Application―Stochastic Porous Medium Equation</title><p>Similar to [<xref ref-type="bibr" rid="scirp.70668-ref9">9</xref>] , consider a bounded domain <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x435.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x435.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x436.png" xlink:type="simple"/></inline-formula> with smooth boundary. For</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x437.png" xlink:type="simple"/></inline-formula>, let</p><disp-formula id="scirp.70668-formula840"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x438.png"  xlink:type="simple"/></disp-formula><p>The inner product in H is defined by</p><disp-formula id="scirp.70668-formula841"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x439.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x440.png" xlink:type="simple"/></inline-formula>establish an isomorphism between <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x440.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x441.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x440.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x441.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x442.png" xlink:type="simple"/></inline-formula>. We identify</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x443.png" xlink:type="simple"/></inline-formula>with the dual space <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x443.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x444.png" xlink:type="simple"/></inline-formula> and H, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x443.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x444.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x445.png" xlink:type="simple"/></inline-formula>. There- fore</p><disp-formula id="scirp.70668-formula842"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x446.png"  xlink:type="simple"/></disp-formula><p>and the inclusions are compact.</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x447.png" xlink:type="simple"/></inline-formula>. For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x447.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x448.png" xlink:type="simple"/></inline-formula>, denote by</p><disp-formula id="scirp.70668-formula843"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x449.png"  xlink:type="simple"/></disp-formula><p>Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x450.png" xlink:type="simple"/></inline-formula> and (H1)-(H4) hold (cf. [<xref ref-type="bibr" rid="scirp.70668-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.70668-ref16">16</xref>] ).</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x451.png" xlink:type="simple"/></inline-formula>. Define</p><disp-formula id="scirp.70668-formula844"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x452.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x453.png" xlink:type="simple"/></inline-formula> are Lipschitz continuous on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x453.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x454.png" xlink:type="simple"/></inline-formula>. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x453.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x454.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x455.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x453.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x454.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x455.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x456.png" xlink:type="simple"/></inline-formula>, and define</p><disp-formula id="scirp.70668-formula845"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x457.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x458.png" xlink:type="simple"/></inline-formula> are Lipschitz continuous on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x458.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x459.png" xlink:type="simple"/></inline-formula>. Then B and f satisfy (H5)-(H6).</p><p>Consider the following stochastic porous medium equation</p><disp-formula id="scirp.70668-formula846"><graphic  xlink:href="http://html.scirp.org/file/6-5301169x460.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x461.png" xlink:type="simple"/></inline-formula> be the law of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x461.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x462.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x461.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x462.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-5301169x463.png" xlink:type="simple"/></inline-formula>. Then the conclusion of Theorem 6 holds.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors thank the Editor and the referee for their valuable comments. This work is supported in part by Zhejiang Provincial Natural Science Foundation of China (Grant No. LQ13A010020) and the National Natural Science Foundation of China (Grant No. 11401029).</p></sec><sec id="s6"><title>Cite this paper</title><p>Zhao, H.Y. and Xu, S.Y. (2016) Freidlin-Wentzell’s Large Deviations for Stochastic Evolution Equations with Poisson Jumps. Advances in Pure Mathematics, 6, 676-694. http://dx.doi.org/10.4236/apm.2016.610056</p></sec></body><back><ref-list><title>References</title><ref id="scirp.70668-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Dupuis, P. and Ellis, R.S. (1997) A Weak Convergence Approach to the Theory of Large Deviations. Wiley Series in Probability and Statistics: Probability and Statistics. A Wiley-Interscience Publication. 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