<?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">JAMP</journal-id><journal-title-group><journal-title>Journal of Applied Mathematics and Physics</journal-title></journal-title-group><issn pub-type="epub">2327-4352</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jamp.2015.37096</article-id><article-id pub-id-type="publisher-id">JAMP-57645</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>
 
 
  Localization of Unbounded Operators on Guichardet Spaces
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jihong</surname><given-names>Zhang</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>Caishi</surname><given-names>Wang</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>Lina</surname><given-names>Tian</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>School of Mathematics, Lanzhou City University, Lanzhou, Gansu, China</addr-line></aff><pub-date pub-type="epub"><day>30</day><month>06</month><year>2015</year></pub-date><volume>03</volume><issue>07</issue><fpage>792</fpage><lpage>796</lpage><history><date date-type="received"><day>3</day>	<month>March</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>23</month>	<year>June</year>	</date><date date-type="accepted"><day>30</day>	<month>June</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   As stochastic gradient and Skorohod integral operators, <inline-formula><inline-graphic xlink:href="dit_a070bf47-7699-49bc-8a11-c320f404aa9a.png" xlink:type="simple"/></inline-formula>is an adjoint pair of unbounded operators on Guichardet Spaces. In this paper, we define an adjoint pair of operator <inline-formula><inline-graphic xlink:href="dit_0b933ce8-5daa-4c96-b888-d283f0f08513.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="dit_602e24a1-a59b-4546-9b27-7eb1347fbe5b.png" xlink:type="simple"/></inline-formula>with <inline-formula><inline-graphic xlink:href="dit_c9ea2edb-825d-46c8-8dbe-d5c8afe89b23.png" xlink:type="simple"/></inline-formula>being the conditional expectation operator. We show that <inline-formula><inline-graphic xlink:href="dit_37b21151-6d3d-4f62-8b80-7c7360aa07c1.png" xlink:type="simple"/></inline-formula>(resp.<inline-formula><inline-graphic xlink:href="dit_fc797813-368b-45c1-8e35-a836a5381bf9.png" xlink:type="simple"/></inline-formula>) is essentially a kind of localization of the stochastic gradient operators (resp. Skorohod integral operators <b>δ</b>). We examine that <inline-formula><inline-graphic xlink:href="dit_de46d7e3-bcc0-4b81-8ba8-572813b559cb.png" xlink:type="simple"/></inline-formula>and<inline-formula><inline-graphic xlink:href="dit_b596b426-1a55-4c7d-b38d-2b5b0821c8c5.png" xlink:type="simple"/></inline-formula> satisfy a local CAR (canonical ani-communication relation) and<inline-formula><inline-graphic xlink:href="dit_38cf8e80-0bbb-4474-9a5a-112edcae3488.png" xlink:type="simple"/></inline-formula> forms a mutually orthogonal operator sequence although each<inline-formula><inline-graphic xlink:href="dit_905f6dc9-8ba7-4164-ad70-0bd55ea682d8.png" xlink:type="simple"/></inline-formula> is not a projection operator. We find that <inline-formula><inline-graphic xlink:href="dit_11884e98-00bb-45eb-af08-69cba00e1a84.png" xlink:type="simple"/></inline-formula>is s-adapted operator if and only if<inline-formula><inline-graphic xlink:href="dit_66147424-eb2f-43d2-82c9-366567b3693b.png" xlink:type="simple"/></inline-formula> is s-adapted operator. Finally we show application exponential vector formulation of QS calculus. 
 
</p></abstract><kwd-group><kwd>Stochastic Gradient Operator</kwd><kwd> Skorohod Integral Operator</kwd><kwd> Localization</kwd><kwd> Ex-Ponential Vector</kwd><kwd>  Guichardet Spaces</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The quantum stochastic calculus [<xref ref-type="bibr" rid="scirp.57645-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.57645-ref6">6</xref>] developed by Hudson and Parthasarathy is essentially a noncommutative extension of classical Ito stochastic calculus. In this theory, annihilation, creation, and number operator processes in boson Fock space play the role of “quantum noises”, [<xref ref-type="bibr" rid="scirp.57645-ref2">2</xref>] which are in continuous time. On the other hand, the quantum stochastic calculus has been extended by Hitsuda is by means of the Hitsuda-Skorohod integral of anticipative process [<xref ref-type="bibr" rid="scirp.57645-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.57645-ref9">9</xref>] and the related gradient operator of Malliavin calculus. In this noncausal formulation the action of each QS integral is defined explicitly on Fock space vectors, and the essential quantum Ito formula is seen in terms of the Skorohod isometry.</p><p>In 2002, Attal [<xref ref-type="bibr" rid="scirp.57645-ref1">1</xref>] unify and extend both of the above approaches on Guichardet spaces. In this note, explicitly definitions of QS integrals provided and introduced no unnatural domain limitations. Moreover, maximality of operator domains is demon-strated for these QS integrals on Guichardet spaces.</p><p>In this argument, we define an adjoint pair of operator<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x15.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x16.png" xlink:type="simple"/></inline-formula> with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x17.png" xlink:type="simple"/></inline-formula> being the conditional expectation (operator). The motivation for this study comes from the following observations. It is known that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x18.png" xlink:type="simple"/></inline-formula> is a projection operator on Guichardet Spaces. Hence, restricted to the range of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula>coincides with the stochastic gradient operator<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula>. We show that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula> (resp.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x23.png" xlink:type="simple"/></inline-formula>) is essentially a kind of localization of the stochastic gradient operators (resp. Skorohod integral operators<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x24.png" xlink:type="simple"/></inline-formula>). We examine that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x25.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x26.png" xlink:type="simple"/></inline-formula> can be called a local stochastic gradient operators (resp. local Skorohod integral operators<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x27.png" xlink:type="simple"/></inline-formula>). Then, it is necessary and important to study a pair of operator<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x28.png" xlink:type="simple"/></inline-formula>.</p><p>This paper is organized as follows. In Section 2, we fix some necessary notations and recall main notions and facts about unbounded operators on Guichardet spaces. In Section 3, Section 4 and Section 5, we state our main results. We first examined that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x29.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x30.png" xlink:type="simple"/></inline-formula> satisfy a local CAR (canonical anti-communication relation) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x31.png" xlink:type="simple"/></inline-formula> forms a mutually orthogonal operator sequence although each’s is not a projection operator. We find that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x32.png" xlink:type="simple"/></inline-formula> is s-adapted operator if and only if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x33.png" xlink:type="simple"/></inline-formula> is s-adapted operator. Finally we show application exponential vector formulation of QS calculus.</p></sec><sec id="s2"><title>2. Unbounded Operators on Guichardet Spaces</title><p>In this section, we fix some necessary notations and recall main notions and facts about unbounded operators on Guichardet spaces. For detail formulation of unbounded operators, we refer reader to [<xref ref-type="bibr" rid="scirp.57645-ref1">1</xref>].</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x34.png" xlink:type="simple"/></inline-formula> be the set of all nonnegative real numbers and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x35.png" xlink:type="simple"/></inline-formula> the finite power set of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x36.png" xlink:type="simple"/></inline-formula>, namely</p><disp-formula id="scirp.57645-formula402"><graphic  xlink:href="http://html.scirp.org/file/57645x37.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula> denotes the cardinality of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula> as a set, with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x40.png" xlink:type="simple"/></inline-formula> denoting the collection of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x41.png" xlink:type="simple"/></inline-formula> element subsets. Obviously,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x42.png" xlink:type="simple"/></inline-formula>. Particularly, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x43.png" xlink:type="simple"/></inline-formula> be an atom of measure 1. We denote by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x44.png" xlink:type="simple"/></inline-formula> the usual space of square integral real-valued functions on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x45.png" xlink:type="simple"/></inline-formula>.</p><p>Fixing a complex separable Hilbert space<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x46.png" xlink:type="simple"/></inline-formula>, Guichardet space tensor product<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x47.png" xlink:type="simple"/></inline-formula>, which we identify with the space of square-integrable functions<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x48.png" xlink:type="simple"/></inline-formula>, and is denoted by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x49.png" xlink:type="simple"/></inline-formula>. Guichardet space enjoys a continuous tensor product structure: for each <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x50.png" xlink:type="simple"/></inline-formula> the map</p><disp-formula id="scirp.57645-formula403"><graphic  xlink:href="http://html.scirp.org/file/57645x51.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x52.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x53.png" xlink:type="simple"/></inline-formula>.</p><p>For a Hilbert space-valued map<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x54.png" xlink:type="simple"/></inline-formula>, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x55.png" xlink:type="simple"/></inline-formula> be the map <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x56.png" xlink:type="simple"/></inline-formula> given by</p><disp-formula id="scirp.57645-formula404"><graphic  xlink:href="http://html.scirp.org/file/57645x57.png"  xlink:type="simple"/></disp-formula><p>when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x58.png" xlink:type="simple"/></inline-formula>, we call <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x59.png" xlink:type="simple"/></inline-formula> is Skorohod integrable, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x60.png" xlink:type="simple"/></inline-formula>is Skorohod integral operator on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x61.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.57645-formula405"><graphic  xlink:href="http://html.scirp.org/file/57645x62.png"  xlink:type="simple"/></disp-formula><p>For a map<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x63.png" xlink:type="simple"/></inline-formula>, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x64.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x65.png" xlink:type="simple"/></inline-formula> be the maps <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x66.png" xlink:type="simple"/></inline-formula> given by</p><p><img data-original="http://html.scirp.org/file/57645x68.png" /><img data-original="http://html.scirp.org/file/57645x67.png" /></p><p>when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x69.png" xlink:type="simple"/></inline-formula>, we call <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x70.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x71.png" xlink:type="simple"/></inline-formula> the stochastic gradient of f and the adapted gradient of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x72.png" xlink:type="simple"/></inline-formula>, respectively. Moreover,</p><disp-formula id="scirp.57645-formula406"><graphic  xlink:href="http://html.scirp.org/file/57645x73.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57645-formula407"><graphic  xlink:href="http://html.scirp.org/file/57645x74.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x75.png" xlink:type="simple"/></inline-formula>. Obviously, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x76.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x77.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x78.png" xlink:type="simple"/></inline-formula>.</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x79.png" xlink:type="simple"/></inline-formula>, the adapted projection on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x80.png" xlink:type="simple"/></inline-formula> is the orthogonal projection onto the closed subspace<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x81.png" xlink:type="simple"/></inline-formula>:</p><disp-formula id="scirp.57645-formula408"><graphic  xlink:href="http://html.scirp.org/file/57645x82.png"  xlink:type="simple"/></disp-formula><p>Remark 2.1 As Hilbert space operators<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x84.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x85.png" xlink:type="simple"/></inline-formula> are unbounded operators. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x86.png" xlink:type="simple"/></inline-formula>and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x87.png" xlink:type="simple"/></inline-formula> are closed, densely defined operators. Especially, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x88.png" xlink:type="simple"/></inline-formula>is adjoint operator of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x89.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.57645-formula409"><graphic  xlink:href="http://html.scirp.org/file/57645x90.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x91.png" xlink:type="simple"/></inline-formula> is the number operator, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x92.png" xlink:type="simple"/></inline-formula>with maximal domain and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x93.png" xlink:type="simple"/></inline-formula> is identical operator.</p><p>Lemma 2.1 [<xref ref-type="bibr" rid="scirp.57645-ref1">1</xref>] Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x94.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x95.png" xlink:type="simple"/></inline-formula> be Skorohod integrable, if the map</p><disp-formula id="scirp.57645-formula410"><graphic  xlink:href="http://html.scirp.org/file/57645x96.png"  xlink:type="simple"/></disp-formula><p>is integrable, then</p><disp-formula id="scirp.57645-formula411"><label>. (1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57645x97.png"  xlink:type="simple"/></disp-formula><p>Lemma 2.2 [<xref ref-type="bibr" rid="scirp.57645-ref1">1</xref>] Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x98.png" xlink:type="simple"/></inline-formula> be measurable. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x99.png" xlink:type="simple"/></inline-formula> for almost every<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x100.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.57645-formula412"><label>, (2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57645x101.png"  xlink:type="simple"/></disp-formula><p>where (1) may call the canonical-commutation relations.</p></sec><sec id="s3"><title>3. Local Skorohod Integral and Stochastic Gradient Operators</title><p>In the present section we state and prove our main results. We first make some preparations.</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x102.png" xlink:type="simple"/></inline-formula> be an operator on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x103.png" xlink:type="simple"/></inline-formula> with domain<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x104.png" xlink:type="simple"/></inline-formula>, we define an conditioned expectation operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x105.png" xlink:type="simple"/></inline-formula> on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x106.png" xlink:type="simple"/></inline-formula> by the a.e. prescription</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x107.png" xlink:type="simple"/></inline-formula>,</p><p>with domain</p><disp-formula id="scirp.57645-formula413"><graphic  xlink:href="http://html.scirp.org/file/57645x108.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x109.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x110.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x111.png" xlink:type="simple"/></inline-formula>.</p><p>Clearly, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x112.png" xlink:type="simple"/></inline-formula>is a subspce of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x113.png" xlink:type="simple"/></inline-formula>, and for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x114.png" xlink:type="simple"/></inline-formula>, we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x115.png" xlink:type="simple"/></inline-formula> for a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x116.png" xlink:type="simple"/></inline-formula>. Thus <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x117.png" xlink:type="simple"/></inline-formula> is an s-adapted subspace.</p><p>Remark 3.1 If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula> is s-adapted(i.e. for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x120.png" xlink:type="simple"/></inline-formula>for a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x121.png" xlink:type="simple"/></inline-formula>), then the subspaces <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x122.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x123.png" xlink:type="simple"/></inline-formula> coincide, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x124.png" xlink:type="simple"/></inline-formula> for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x125.png" xlink:type="simple"/></inline-formula> in this subspace, it follows that</p><disp-formula id="scirp.57645-formula414"><graphic  xlink:href="http://html.scirp.org/file/57645x126.png"  xlink:type="simple"/></disp-formula><p>Whenever <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x127.png" xlink:type="simple"/></inline-formula> belongs to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x128.png" xlink:type="simple"/></inline-formula>. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x129.png" xlink:type="simple"/></inline-formula> is densely defined, s-adapted and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x130.png" xlink:type="simple"/></inline-formula> is closable, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x131.png" xlink:type="simple"/></inline-formula>.</p><p>Remark 3.2 <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x132.png" xlink:type="simple"/></inline-formula> is s-adapted operator and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x133.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 3.1 For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x134.png" xlink:type="simple"/></inline-formula>, we call <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x135.png" xlink:type="simple"/></inline-formula> the local stochastic gradient operator and its adjoint operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x136.png" xlink:type="simple"/></inline-formula> is the local Skorohod integral operator. And operator domain of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x137.png" xlink:type="simple"/></inline-formula> is given by</p><disp-formula id="scirp.57645-formula415"><graphic  xlink:href="http://html.scirp.org/file/57645x138.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x139.png" xlink:type="simple"/></inline-formula> is operator on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x140.png" xlink:type="simple"/></inline-formula>.</p><p>We note that for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x141.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.57645-formula416"><graphic  xlink:href="http://html.scirp.org/file/57645x142.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57645-formula417"><graphic  xlink:href="http://html.scirp.org/file/57645x143.png"  xlink:type="simple"/></disp-formula><p>hence,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x144.png" xlink:type="simple"/></inline-formula>. Especially, when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x145.png" xlink:type="simple"/></inline-formula>, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x146.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 3.1 By lemma2.2, we can get the following relations</p><disp-formula id="scirp.57645-formula418"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57645x147.png"  xlink:type="simple"/></disp-formula><p>which we may call the local CAR(canonical anti-commutation relations).</p><p>Proof we note that</p><disp-formula id="scirp.57645-formula419"><graphic  xlink:href="http://html.scirp.org/file/57645x148.png"  xlink:type="simple"/></disp-formula><p>The next theorem shows that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x149.png" xlink:type="simple"/></inline-formula> is not a projection operator on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x150.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 3.2<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x151.png" xlink:type="simple"/></inline-formula>, whenever <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x152.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x153.png" xlink:type="simple"/></inline-formula>.</p><p>Proof Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x154.png" xlink:type="simple"/></inline-formula> with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x154.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x155.png" xlink:type="simple"/></inline-formula>. The following algebraic relations are evident for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x154.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x156.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.57645-formula420"><graphic  xlink:href="http://html.scirp.org/file/57645x157.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57645-formula421"><graphic  xlink:href="http://html.scirp.org/file/57645x158.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57645-formula422"><graphic  xlink:href="http://html.scirp.org/file/57645x159.png"  xlink:type="simple"/></disp-formula><p>We show that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x160.png" xlink:type="simple"/></inline-formula>, thus</p><disp-formula id="scirp.57645-formula423"><graphic  xlink:href="http://html.scirp.org/file/57645x161.png"  xlink:type="simple"/></disp-formula><p>We note that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x162.png" xlink:type="simple"/></inline-formula> for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x163.png" xlink:type="simple"/></inline-formula> with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x164.png" xlink:type="simple"/></inline-formula>, which means that the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x165.png" xlink:type="simple"/></inline-formula> is not mutually orthogonal. However, the theorem below shows that the local operator sequence <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x166.png" xlink:type="simple"/></inline-formula> is mutually orthogonal.</p><p>Theorem 3.3<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x167.png" xlink:type="simple"/></inline-formula>,whenever <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x168.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x169.png" xlink:type="simple"/></inline-formula>.</p><p>Proof Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x170.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x171.png" xlink:type="simple"/></inline-formula>. If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x172.png" xlink:type="simple"/></inline-formula>, then we can show that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x173.png" xlink:type="simple"/></inline-formula>, from which it follows that</p><disp-formula id="scirp.57645-formula424"><graphic  xlink:href="http://html.scirp.org/file/57645x174.png"  xlink:type="simple"/></disp-formula><p>Now, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x175.png" xlink:type="simple"/></inline-formula>, then by the result of the first step we have</p><disp-formula id="scirp.57645-formula425"><graphic  xlink:href="http://html.scirp.org/file/57645x176.png"  xlink:type="simple"/></disp-formula><p>This completes the proof.</p><p>Theorem 3.4 <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x177.png" xlink:type="simple"/></inline-formula> is s-adapted operator if and only if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x177.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x178.png" xlink:type="simple"/></inline-formula> is s-adapted operator.</p><p>Proof we know that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x179.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x180.png" xlink:type="simple"/></inline-formula> is s-adapted operator. we have</p><disp-formula id="scirp.57645-formula426"><graphic  xlink:href="http://html.scirp.org/file/57645x181.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula>for a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula>, obviously, if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x184.png" xlink:type="simple"/></inline-formula> is s-adapted, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x185.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x186.png" xlink:type="simple"/></inline-formula> for a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x187.png" xlink:type="simple"/></inline-formula>. On the other hand, if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x188.png" xlink:type="simple"/></inline-formula> is s-adapted, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x189.png" xlink:type="simple"/></inline-formula>is also s-adapted.</p></sec><sec id="s4"><title>4. Application to Exponential Vector Formulation of QS Calculus</title><p>Recall that in the exponential vector formulation of QS calculus, all processes are defined on a domain of the algebraic tensor product form<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x190.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x191.png" xlink:type="simple"/></inline-formula> is a dense subspace of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x192.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x193.png" xlink:type="simple"/></inline-formula></p><p>which <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x194.png" xlink:type="simple"/></inline-formula> is a subset of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x195.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x196.png" xlink:type="simple"/></inline-formula> denotes the expential vector of the test function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x197.png" xlink:type="simple"/></inline-formula> which in Guichardet spaces given by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x198.png" xlink:type="simple"/></inline-formula>.</p><p>For all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x199.png" xlink:type="simple"/></inline-formula> and a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x200.png" xlink:type="simple"/></inline-formula>, we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x201.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x202.png" xlink:type="simple"/></inline-formula> (4)</p><p>since, the domain of the form <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x203.png" xlink:type="simple"/></inline-formula> are s-adapted. Note the a.e. identity</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x204.png" xlink:type="simple"/></inline-formula>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x205.png" xlink:type="simple"/></inline-formula> (5)</p><p>Theorem 4.1 <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x206.png" xlink:type="simple"/></inline-formula> be an operator on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x207.png" xlink:type="simple"/></inline-formula> with domain of the form<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x208.png" xlink:type="simple"/></inline-formula>. Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x209.png" xlink:type="simple"/></inline-formula> is s-adapted if and only if, for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x210.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x210.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x211.png" xlink:type="simple"/></inline-formula>:</p><disp-formula id="scirp.57645-formula427"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57645x212.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x213.png" xlink:type="simple"/></inline-formula></p><p>Proof By definition of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula>be an operator on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula> with domain of the form<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x217.png" xlink:type="simple"/></inline-formula>. We note that if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x218.png" xlink:type="simple"/></inline-formula> is s-adapted, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x219.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x220.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x221.png" xlink:type="simple"/></inline-formula>, by (4), for a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x221.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x222.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.57645-formula428"><graphic  xlink:href="http://html.scirp.org/file/57645x223.png"  xlink:type="simple"/></disp-formula><p>and so, for a.a.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57645x224.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.57645-formula429"><graphic  xlink:href="http://html.scirp.org/file/57645x225.png"  xlink:type="simple"/></disp-formula></sec><sec id="s5"><title>Acknowledgements</title><p>The authors are extremely grateful to the referees for their valuable comments and suggestions on improvement of the first version of the present paper. The authors are supported by National Natural Science Foundation of China (Grant No. 11261027 and No. 11461061).</p></sec><sec id="s6"><title>Cite this paper</title><p>Jihong Zhang,Caishi Wang,Lina Tian, (2015) Localization of Unbounded Operators on Guichardet Spaces. Journal of Applied Mathematics and Physics,03,792-796. doi: 10.4236/jamp.2015.37096</p></sec></body><back><ref-list><title>References</title><ref id="scirp.57645-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Attal, S. and Lindsay, J.M. (2004) Quantum Stochastic Calculus with Maximal Operator Domains. The Annals of Probability, 32, 488-529. http://dx.doi.org/10.1214/aop/1078415843</mixed-citation></ref><ref id="scirp.57645-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Wang, C.S., Lu, Y.C. and Chai, H.F. (2011) An Alternative Approach to Privault’s Discrete-Time Chaotic Calculus. 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