<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">IJMNTA</journal-id><journal-title-group><journal-title>International Journal of Modern Nonlinear Theory and Application</journal-title></journal-title-group><issn pub-type="epub">2167-9479</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ijmnta.2014.31003</article-id><article-id pub-id-type="publisher-id">IJMNTA-43805</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Exponential Attractors of the Nonclassical Diffusion Equations with Lower Regular Forcing Term
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>anjun</surname><given-names>Zhang</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Qiaozhen</surname><given-names>Ma</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>School of Mathematics and Statistics, Northwest Normal University, Lanzhou, China</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>2003xbsd@163.com(AZ)</email>;<email>maqzh@nwnu.edu.cn(QM)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>17</day><month>03</month><year>2014</year></pub-date><volume>03</volume><issue>01</issue><fpage>15</fpage><lpage>22</lpage><history><date date-type="received"><day>19</day>	<month>January</month>	<year>2014</year></date><date date-type="rev-recd"><day>19</day>	<month>February</month>	<year>2014</year>	</date><date date-type="accepted"><day>25</day>	<month>February</month>	<year>2014</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   In this article, we prove the existence of exponential attractors of the nonclassical diffusion equation with critical nonlinearity and lower regular forcing term. As an additional product, we show that the fractal dimension of the global attractors of this problem is finite. 
 
</p></abstract><kwd-group><kwd>Nonclassical Diffusion Equations; Exponential Attractor; Critical Exponent; Lower Regular Forcing Term</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>Keywords</title><p>Nonclassical Diffusion Equations; Exponential Attractor; Critical Exponent; Lower Regular Forcing Term</p><p><img src="htmlimages\3-2340114x\8898c970-54e4-4831-94c7-ec0770e16e37.png" /></p></sec><sec id="s2"><title>1. Introduction</title><p>We consider the asymptotic behavior of solutions to be the following nonclassical diffusion equation:</p><disp-formula id="scirp.43805-formula79031"><label>(1.1)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\9601bc44-de90-4ff9-a1df-f43d905f2d5a.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\31925119-31b7-4af1-abdd-f052281ed892.png" xlink:type="simple"/></inline-formula> is a bounded domain with smooth boundary<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e35e0f29-5cc5-40c0-947c-bc5ec3f0f837.png" xlink:type="simple"/></inline-formula>, and the external forcing term<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\33b5bb95-fbec-4182-80e9-138111bd3fb9.png" xlink:type="simple"/></inline-formula>, non-linear function <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f4dbcf86-2bdc-4050-9655-9c2568259f34.png" xlink:type="simple"/></inline-formula> with <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f6315df6-3306-48a9-833b-99c535609bfc.png" xlink:type="simple"/></inline-formula> and satisfies the following conditions:</p><disp-formula id="scirp.43805-formula79032"><label>(1.2)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\8179c152-64a8-4db5-93da-44bfecfc35a0.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.43805-formula79033"><label>(1.3)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\d16d08a7-124d-4c14-a194-a09b44eabc9b.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\ec9d9dda-c029-4a73-9d44-8340dbdd4a42.png" xlink:type="simple"/></inline-formula> is a positive constant and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9331a929-0a86-4008-811a-99bd672725c0.png" xlink:type="simple"/></inline-formula> is the first eigenvalue of <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\0e397e84-8b7f-48be-92b3-7eef3027ae92.png" xlink:type="simple"/></inline-formula> on<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\4600503e-e29c-4c7f-9198-9d8ac9f5bdea.png" xlink:type="simple"/></inline-formula>. The number <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\668fe7d3-aa41-400e-88dc-cd2c72717b3c.png" xlink:type="simple"/></inline-formula> is called the critical exponent; since the nonlinearity <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\d9f1115d-ed05-4912-a527-8569d20dba9d.png" xlink:type="simple"/></inline-formula> is not compact in this case, this is one of the essential difficulties in studying the asymptotic behavior.</p><p>This equation appears as a nonclassical diffusion equation in fluid mechanics, solid mechanics and heat conduction theory, see for instance [<xref ref-type="bibr" rid="scirp.43805-ref1">1</xref>] -[<xref ref-type="bibr" rid="scirp.43805-ref3">3</xref>] and the references therein.</p><p>Since Equation (1.1) contains the term<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\7ad878fc-4491-4bff-b3ca-4b8ec3eaf522.png" xlink:type="simple"/></inline-formula>, it is different from the usual reaction diffusion equation essentially. For example, the reaction diffusion equations has some smoothing effect, that is, although the initial data only belongs to a weaker topology space, the solution will belong to a stronger topology space with higher regularity. However, for Equation (1.1), if the initial data <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\da9e3dbe-98a1-42c4-bac8-d36f46f52073.png" xlink:type="simple"/></inline-formula> belongs to<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9304b150-af4c-4c10-9964-5222c86296f9.png" xlink:type="simple"/></inline-formula>, the solution <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9a2f4593-9177-4e10-bb38-c09d2a0a9554.png" xlink:type="simple"/></inline-formula> with <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\11de6814-c1a1-4ce8-95fd-3617bd3b307a.png" xlink:type="simple"/></inline-formula> is always in <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f61b3db9-1790-445e-85a9-2990fd6c0fb0.png" xlink:type="simple"/></inline-formula> and has no higher regularity because of<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f0874c6c-0fea-4b72-b071-3d013450eadb.png" xlink:type="simple"/></inline-formula>, which is similar to the hyperbolic equation. Consequently, its dynamics would be more complex and interesting.</p><p>The long-time behavior of the solutions of (1.1) has been considered by many researchers; see, e.g. [<xref ref-type="bibr" rid="scirp.43805-ref4">4</xref>] -[<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] , and the references therein. For instance, for the case<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\38571c6b-2e73-407a-b5c5-12f67727a6c4.png" xlink:type="simple"/></inline-formula>, the existence of a global attractor of (1.1) in <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\1843421a-4d9f-44f8-9fd0-100dd5f79464.png" xlink:type="simple"/></inline-formula> was obtained in [<xref ref-type="bibr" rid="scirp.43805-ref4">4</xref>] under the assumptions that <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\fd0ca693-1301-4aa0-9635-a2340b86ef05.png" xlink:type="simple"/></inline-formula> satisfies (1.2) and (1.3) corresponding to <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\6d9a5fd8-aca6-4676-8bfc-d6702c0197b0.png" xlink:type="simple"/></inline-formula></p><p>and the additional condition <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\6caa29b4-a121-4dc6-8514-7d62d8a2fc49.png" xlink:type="simple"/></inline-formula> with<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\6059c6ac-18cc-41b2-bde0-b29af640087b.png" xlink:type="simple"/></inline-formula>, which essentially requires that the nonlinearity is subcritical. In [<xref ref-type="bibr" rid="scirp.43805-ref7">7</xref>] the authors investigated the existence of the global attractors for<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\ed16d593-c59c-4857-b57b-849a9b7bf67c.png" xlink:type="simple"/></inline-formula>, and proved the asymptotic regularity and existence of exponential attractors for <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\cc64f625-254d-4d89-9dd6-3a75ec19260a.png" xlink:type="simple"/></inline-formula> only under the conditions (1.2)-(1.3). Recently, the authors in [<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] showed the asymptotic regularity of solutions of Equation (1.1) in <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c39015ba-5d2d-4752-8139-d9ce99af2f63.png" xlink:type="simple"/></inline-formula> for any <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\4933d8d4-e44e-456b-b2d1-e80665002964.png" xlink:type="simple"/></inline-formula> and for</p><p><inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\23ae7b24-fffd-4dcc-9f75-3db6bd3dccdf.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\3aec2649-f713-43f3-a34d-4fc964f16ba8.png" xlink:type="simple"/></inline-formula>only under the assumptions (1.2)-(1.3).</p><p>For the limit of our knowledge, the existence of exponential attractors of Equation (1.1) has not been achieved by predecessors for<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\a753e8c3-a4c7-48c2-917f-c27fa93e5f95.png" xlink:type="simple"/></inline-formula>. On the other hand, we note that in [<xref ref-type="bibr" rid="scirp.43805-ref10">10</xref>] the authors scrutinized the asymptotic regularity of the solutions for a semilinear second order evolution equation when<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\d71a0905-3e04-4b6b-af75-fbd78fcc9e60.png" xlink:type="simple"/></inline-formula>, and based on this regularity, they constructed a family of finite dimensional exponential attractors. However, they require the following additional technical assumptions besides (1.2) and (1.3):</p><p><img src="htmlimages\3-2340114x\683bac8d-8466-41a6-b5da-043142ab70bb.png" /></p><p>and</p><p><img src="htmlimages\3-2340114x\fd1c8502-faac-42c8-b08b-cf5de523c8fb.png" /></p><p>In this article, motivated by the work in [<xref ref-type="bibr" rid="scirp.43805-ref10">10</xref>] -[<xref ref-type="bibr" rid="scirp.43805-ref12">12</xref>] , based on the asymptotic regularity in [<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] , we construct a finite dimensional exponential attractor of (1.1) only under the conditions (1.2) and (1.3).</p><p>Our main result is Theorem 1.1 Assume <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\5b47de2c-0020-4508-8073-e18a0335c81c.png" xlink:type="simple"/></inline-formula> and satisfies (1.2)-(1.3),<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e88c9d35-a6e3-4fe7-a5a4-978dec396a36.png" xlink:type="simple"/></inline-formula>. Then the semigroup <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\097b4f7b-cb8f-49f1-87f4-c292eb32714b.png" xlink:type="simple"/></inline-formula> associated with problem (1.1) has an exponential attractor <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\59c767ff-2ea4-454c-8aaa-bc668f5d69ba.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\3445293f-1e02-4f66-aa43-249b8eda4758.png" xlink:type="simple"/></inline-formula>.</p><p>Remark 1.1 If <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\4c5677fb-31a1-4197-b7fb-12218c6b5afe.png" xlink:type="simple"/></inline-formula> is a global attractor of (1.1) in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f93f542a-b434-49f7-bece-4e7a3000e70c.png" xlink:type="simple"/></inline-formula>, we know that<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\6f183b35-0d8f-469c-9bf8-40502deb80ac.png" xlink:type="simple"/></inline-formula>, then Theorem 1.1 implies that fractal dimension of the global attractor <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\cbbc0012-9a5a-458a-b73f-a89da4ae8acf.png" xlink:type="simple"/></inline-formula> is finite.</p></sec><sec id="s3"><title>2. Notations and Preliminaries</title><p>In this section, for convenience, we introduce some notations about the functions space which will be used later throughout this article.</p><p>• <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e284fba5-e264-4338-ac0b-629b14a043b9.png" xlink:type="simple"/></inline-formula>with domain<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\025a3c71-8e7b-4b9f-9139-c18fc26bdf1f.png" xlink:type="simple"/></inline-formula>, and consider the family of Hilbert space <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\8ba20bae-cf4e-4399-a250-e219d68d979e.png" xlink:type="simple"/></inline-formula> with the standard inner products and norms, respectively,</p><p><img src="htmlimages\3-2340114x\3d778351-ff1b-42ed-9aed-244b7178c4b0.png" /></p><p>Especially, <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\64ae7db5-50e2-4ec3-ac65-f68077b96c6a.png" xlink:type="simple"/></inline-formula>means the <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c959d90b-2cf0-4c49-b195-54900d1f914a.png" xlink:type="simple"/></inline-formula> inner product and norm, respectively.</p><p>• <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\35fffa02-7d39-4a08-bef2-1a5187d43488.png" xlink:type="simple"/></inline-formula>with the usual norm<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\10710c61-6729-45e5-8563-d2c1c63e28ef.png" xlink:type="simple"/></inline-formula>. Especially, we denote <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\a4022f03-1d01-43c3-a366-f18078a88f99.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\90691cbe-d6a3-4a8c-86e6-16ba2633c8dd.png" xlink:type="simple"/></inline-formula>.</p><p>• <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\deacbd8c-49ef-411d-84c8-ae3114c3468c.png" xlink:type="simple"/></inline-formula>are continuous increasing functions.</p><p>• <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\35f29b38-3050-4396-b2ba-a4890543877b.png" xlink:type="simple"/></inline-formula>denote the general positive constants, <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\0e48f9c0-689c-40c3-86ba-b65898388254.png" xlink:type="simple"/></inline-formula>, which will be different from line to line.</p><p>We also need the following the transitivity property of exponential attraction, e.g., see [[<xref ref-type="bibr" rid="scirp.43805-ref12">12</xref>] , Theorem 5.1]:</p><p>Lemma 2.1 ([<xref ref-type="bibr" rid="scirp.43805-ref13">13</xref>] ) Let <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\90d54bfb-2ffd-48f1-8b4c-8f64a29000ca.png" xlink:type="simple"/></inline-formula> be subsets of <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e3e95fa6-13b4-4f03-bd31-051d7a80139e.png" xlink:type="simple"/></inline-formula> such that</p><p><img src="htmlimages\3-2340114x\5ecc261e-bec7-4db0-b461-07966bcb9e7f.png" /></p><p>for some <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\13eb66dd-bd3f-40c7-b442-848bfe54b543.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\da84e078-df6c-4d78-a0f0-01bd77cb6071.png" xlink:type="simple"/></inline-formula>. Assume also that for all <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9f86f823-9ace-44e6-97e8-e26b8466b49a.png" xlink:type="simple"/></inline-formula> there holds</p><p><img src="htmlimages\3-2340114x\e334e3d2-4af1-41ad-a645-97c8fe297222.png" /></p><p>for some <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\1704b962-12f4-4cd0-8774-1fc2c7e8803e.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9cb6bb94-8bd7-47f5-9e38-5edd04eafa2c.png" xlink:type="simple"/></inline-formula>. Then it follows that</p><p><img src="htmlimages\3-2340114x\f23d6310-de3d-45e7-b7ab-b9cc3c129a3f.png" /></p><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\0b262e99-ee2a-43eb-b771-c1c3134510ad.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\7ebe98f7-e59c-463d-afa4-509035325d20.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s4"><title>3. Exponential Attractor</title><p>In this subsection, based on the asymptotic regularity obtained in [<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] , we will construct an exponential attractor by the methods and techniques devised in [<xref ref-type="bibr" rid="scirp.43805-ref10">10</xref>] -[<xref ref-type="bibr" rid="scirp.43805-ref12">12</xref>] . We first need the following Lemmas:</p><p>Lemma 3.1 ([<xref ref-type="bibr" rid="scirp.43805-ref7">7</xref>] ) Let <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\7157e48e-f9b9-4fd7-adc9-560184ab28f0.png" xlink:type="simple"/></inline-formula> satisfies (1.2)-(1.3) and<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\edca5f3f-1222-4657-a6a2-89e0775f879a.png" xlink:type="simple"/></inline-formula>. Then for any <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\8499bec8-4725-43b5-b567-da306cf04bbb.png" xlink:type="simple"/></inline-formula> and any<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\4897251f-5668-4f81-970a-ac7acd04caf4.png" xlink:type="simple"/></inline-formula>, there is a unique solution <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\335b76ed-dd95-445a-9328-2b758898a6be.png" xlink:type="simple"/></inline-formula> of (1.1) such that</p><p><img src="htmlimages\3-2340114x\c7cb8a7d-85e2-485b-9ca7-f6f4dc0476ce.png" /></p><p>Moreover,the solution continuously depends on the initial data in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\bbda85fb-cfe4-46b7-ac91-f65d66b714e4.png" xlink:type="simple"/></inline-formula>.</p><p>In the remainder of this section, we denote by <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c40986ef-4f82-4e61-b904-6398868e7977.png" xlink:type="simple"/></inline-formula> the semigroup associated with the solutions of (1.1)-(1.3).</p><p>Lemma 3.2 ([<xref ref-type="bibr" rid="scirp.43805-ref7">7</xref>] ) Under conditions of above Lemma, There is a positive constant <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\fa7a0236-cdee-4f07-a6f4-3c3bf099a09d.png" xlink:type="simple"/></inline-formula> such that for any bounded subset<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\8a023a85-8d29-4685-8bfb-114adf73ae2e.png" xlink:type="simple"/></inline-formula>, there exists <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\fc24d0b6-da23-4f9d-901b-795cac2384e8.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.43805-formula79034"><label>(3.1)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\8cb6cc96-137c-41dc-ae3c-f3f27a11b1d5.png"  xlink:type="simple"/></disp-formula><p>From this Lemma, we know that the semigroup of operators <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\becc8f08-9cda-4126-b62a-aed91b6dad7f.png" xlink:type="simple"/></inline-formula> generalized by (1.1) possesses a bounded absorbing set <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\56e9a997-d024-4fc9-b661-8b6a2dd3aa17.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\65518d45-91a0-4f9b-88c4-050fa6fbc95f.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 3.3 Under conditions of<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c5edce3e-5bd5-4965-844a-9d16ba7995ff.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\4708172d-ff5e-4d3d-9838-4b40b3b714c2.png" xlink:type="simple"/></inline-formula> be two solutions of (1.1) with<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\39c3aa57-328b-4296-b401-9de0524c26e0.png" xlink:type="simple"/></inline-formula>, respectively, it follows that</p><disp-formula id="scirp.43805-formula79035"><label>(3.2)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\27299259-992e-43ac-b6dd-669e229ec34b.png"  xlink:type="simple"/></disp-formula><p>Proof Let <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\17d5734d-da8b-49eb-a9c0-89568d1ba5e5.png" xlink:type="simple"/></inline-formula> satisfies the following equation</p><disp-formula id="scirp.43805-formula79036"><label>(3.3)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\e913537d-a7fd-4e60-b2ec-ec358b69e26f.png"  xlink:type="simple"/></disp-formula><p>Taking the scalar product of (3.3) with<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\2712dee4-1540-418a-8d9e-63a0873de49d.png" xlink:type="simple"/></inline-formula>, we find,</p><disp-formula id="scirp.43805-formula79037"><label>(3.4)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\b9ae10dd-3934-41c4-b362-b515f8f10504.png"  xlink:type="simple"/></disp-formula><p>From the condition (1.2), by using the H&#246;lder inequality, and noting the embedding<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\154407f9-f984-40ef-9e54-3aa6a4cd9a8b.png" xlink:type="simple"/></inline-formula>, we have</p><p><img src="htmlimages\3-2340114x\91d373e2-79d9-4d5f-a0aa-24ff0680575f.png" /></p><p>And then, by means of (3.1), we obtain</p><disp-formula id="scirp.43805-formula79038"><label>(3.5)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\91322a65-0032-443c-abc2-0e27861b4738.png"  xlink:type="simple"/></disp-formula><p>So, combining with Equation (3.4), (3.5), we get</p><p><img src="htmlimages\3-2340114x\fa0f9dac-bab6-44d6-81e5-30ab99934028.png" /></p><p>then using the Gronwall lemma to above inequality, we can conclude our lemma immediately.</p><p>Lemma 3.4 ([<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] ) Let <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\b2b458c8-1614-4dd0-b743-6a0cdf97ab1a.png" xlink:type="simple"/></inline-formula> and satisfies (1.2), (1.3),<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\3955389e-cd03-4060-bc53-25198ce88a4e.png" xlink:type="simple"/></inline-formula>. Then, for any</p><p><inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\86b1f2a8-51fc-4bac-9c09-26bb22fbc842.png" xlink:type="simple"/></inline-formula>, there exists a subset<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\366d861a-3b20-49e0-a257-bfb57dee0f77.png" xlink:type="simple"/></inline-formula>, a positive constant <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\36816fc8-390d-4adf-be16-01b38c1e1009.png" xlink:type="simple"/></inline-formula> and a monotone increasing function</p><p><inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\1108f9a2-3ad2-4a97-8716-7bc6c4a88265.png" xlink:type="simple"/></inline-formula>such that for any bounded set<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\cf970a28-7187-48fe-ae9c-ed7769ed1902.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.43805-formula79039"><label>(3.6)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\cc069d58-70d4-4412-bcef-9636507547d8.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\95033b33-9ea1-4b69-bc53-4aa8a4b4b267.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\ea684261-e1bd-4809-9324-24955795843e.png" xlink:type="simple"/></inline-formula> depend on <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\3bfd2307-a4de-4cc5-ab87-42baaec0122d.png" xlink:type="simple"/></inline-formula> but <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\789d0e16-0160-4047-80b1-7121c4915357.png" xlink:type="simple"/></inline-formula> is independent of<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\6380794b-1801-4664-8da2-fcf594979e6a.png" xlink:type="simple"/></inline-formula>; <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f212cc94-d7c7-4806-ba4a-37af99ec7aa9.png" xlink:type="simple"/></inline-formula>satisfying</p><disp-formula id="scirp.43805-formula79040"><label>(3.7)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\2dbcd635-4bd8-4af6-beee-80f4074a78c9.png"  xlink:type="simple"/></disp-formula><p>for some positive constant<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c8e9ee33-fd17-436a-8c6e-2f2e450c6ed5.png" xlink:type="simple"/></inline-formula>; And <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\661ec973-23da-41f4-bb6a-93b4774099d7.png" xlink:type="simple"/></inline-formula> is the unique solution of the following elliptic equation</p><disp-formula id="scirp.43805-formula79041"><label>(3.8)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\e7f85e2d-c8d3-4cf6-8e90-3d41537c63c9.png"  xlink:type="simple"/></disp-formula><p>where the constant <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\54355ac4-28b3-40da-a1ae-4222aa37e503.png" xlink:type="simple"/></inline-formula> such that<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\45dc2d13-79c0-45e9-b771-8e669713691b.png" xlink:type="simple"/></inline-formula>. Furthermore, we know that the solution <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\a100ad27-5829-4b2c-a680-0d9e19be66f0.png" xlink:type="simple"/></inline-formula> only belongs to <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e1b6807b-f779-4b9a-9e6b-723492e96354.png" xlink:type="simple"/></inline-formula> when <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\7bb02465-bc70-41a2-861c-9a6ea42591d3.png" xlink:type="simple"/></inline-formula> satisfies (1.2)-(1.3).</p><p>Lemma 3.5 ([<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] ) Under the assumption of Lemma 3.4, for any bounded subset<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\fb67e59a-d6ee-45bc-b95a-2b87247eadf7.png" xlink:type="simple"/></inline-formula>, if the initial data<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\ae5fdb79-c239-436b-a317-a68a1110430e.png" xlink:type="simple"/></inline-formula>, then the solution <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\32b4807f-38d1-42e2-9659-fb52ad2ed23d.png" xlink:type="simple"/></inline-formula> of (1.1) has the following estimates similar to (3.7) in Lemma 3.4, more precisely, we have</p><disp-formula id="scirp.43805-formula79042"><label>(3.9)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\9028b52e-5e1c-4e47-836d-868866fb7cd3.png"  xlink:type="simple"/></disp-formula><p>where the constant <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\39b7abbd-68ad-4bc3-bcdf-abde917907e2.png" xlink:type="simple"/></inline-formula> depends only on <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\38323f60-68c0-43a6-b68d-a6212dd08f79.png" xlink:type="simple"/></inline-formula> and the <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9d4ad567-ce58-4cf4-87b0-a488d7b22e4f.png" xlink:type="simple"/></inline-formula>-bound of<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\301b3b74-67dc-43bb-b3e6-89fdf75edcd4.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 3.6 There exists <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\78f9cf97-ca15-48a9-8c0b-fdd7b3ebd78e.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.43805-formula79043"><label>(3.10)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\632fce58-2c4d-42fb-a290-03b09a5e72f6.png"  xlink:type="simple"/></disp-formula><p>Proof For the solution <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\159ddc44-2cd8-450d-9309-711159a46a51.png" xlink:type="simple"/></inline-formula> of (1.1), we now decompose <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\27deee37-79fa-452e-beda-bd3cb948f5aa.png" xlink:type="simple"/></inline-formula> as follows</p><disp-formula id="scirp.43805-formula79044"><label>(3.11)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\5e732781-486f-408d-91fc-cd4e32cd427d.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\969b19ee-345f-4ab6-ac34-86324b8dc8fb.png" xlink:type="simple"/></inline-formula> is a fixed solution of (3.8), and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\1061ef9f-7f70-4cd1-aa00-7404738e75f1.png" xlink:type="simple"/></inline-formula> satisfies the following equation :</p><disp-formula id="scirp.43805-formula79045"><label>(3.12)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\5a2a05ea-ed30-401c-b7ad-058272a388f7.png"  xlink:type="simple"/></disp-formula><p>At the same time, noticing the embedding<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\867be7c8-49ea-45d5-bd66-9dcf1e2be0da.png" xlink:type="simple"/></inline-formula>, and from Lemma 3.5 we yield</p><disp-formula id="scirp.43805-formula79046"><label>(3.13)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\e07deefe-2acd-48a8-90b0-c005e256a257.png"  xlink:type="simple"/></disp-formula><p>Taking the inner product of (3.12) with<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c994018a-0283-4690-a8d8-4b3c83718d4b.png" xlink:type="simple"/></inline-formula>, we get</p><disp-formula id="scirp.43805-formula79047"><label>(3.14)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\22acb39e-2b69-4582-a36c-561f78908eef.png"  xlink:type="simple"/></disp-formula><p>By means of (3.1) and (3.13) and together with H<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e3befea3-4694-42d4-88fa-95da9c712792.png" xlink:type="simple"/></inline-formula>lder, Young inequalities, it follows that</p><disp-formula id="scirp.43805-formula79048"><label>(3.15)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\4fc3d231-341d-4e99-83b7-e8c1c4928160.png"  xlink:type="simple"/></disp-formula><p><img src="htmlimages\3-2340114x\7fb4096f-f233-4c96-8606-65e329a77cab.png" /></p><p><img src="htmlimages\3-2340114x\63c403f7-d8e7-4341-9d31-a0ce581335d3.png" /></p><p>Thus, combining with (3.14), there holds</p><p><img src="htmlimages\3-2340114x\b2794348-f4e9-46cc-89a0-0a12e91e1aec.png" /></p><p>Integrating the above inequality on <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\4d276c48-6b58-4e3f-87b1-44e9003ae140.png" xlink:type="simple"/></inline-formula> and noting<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\fcc4d849-abb9-4c17-942b-affb8a383213.png" xlink:type="simple"/></inline-formula>, the proof completes.</p><p>Next, we will prepared for constructing an exponential attractor of <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\0bc3be8e-3e0a-4946-8723-1e48eb076774.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\18fd9115-b8ef-4006-abbf-06d6a3be8f67.png" xlink:type="simple"/></inline-formula> by applying the abstract results devised in [<xref ref-type="bibr" rid="scirp.43805-ref10">10</xref>] -[<xref ref-type="bibr" rid="scirp.43805-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.43805-ref14">14</xref>] .</p><p>Firstly, for each fixed<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\25a22dca-b760-414e-9e24-d2ae78850e57.png" xlink:type="simple"/></inline-formula>, we define</p><disp-formula id="scirp.43805-formula79049"><label>(3.16)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\e6ed1f9a-f757-42f6-b921-1be315007580.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\862bf9c1-ac38-4c5a-9f87-308abb52e6d0.png" xlink:type="simple"/></inline-formula> is the set obtained in Lemma 3.4. Then, from Lemma 3.5 we know that</p><disp-formula id="scirp.43805-formula79050"><label>(3.17)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\40d27945-aa39-45b8-b9fd-1c8e9d14784c.png"  xlink:type="simple"/></disp-formula><p>Secondly, let us establish some properties of this set.</p><p>• <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\07627628-fd6a-4a88-853a-11ba4a3823f5.png" xlink:type="simple"/></inline-formula>is a compact set in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\b30a9afa-d823-4159-898e-658c589a2953.png" xlink:type="simple"/></inline-formula>, due to Lemma 3.4.</p><p>• <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\1b715973-b52c-4d2e-ad60-eb4603a1fe7d.png" xlink:type="simple"/></inline-formula>is positive invariant. In fact, from the continuity of<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\15987c0b-a67d-43f8-a347-9c40bfbfe7e3.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.43805-formula79051"><label>(3.18)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\b06b31cf-ea7a-4646-84b8-6c980bfeb4a3.png"  xlink:type="simple"/></disp-formula><p>• There holds</p><disp-formula id="scirp.43805-formula79052"><label>(3.19)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\e8e13570-8517-446a-88cb-359ec8c11612.png"  xlink:type="simple"/></disp-formula><p>Indeed, it is apparent that</p><disp-formula id="scirp.43805-formula79053"><label>(3.20)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\6bfc083e-9f25-4e8b-9019-31596909e868.png"  xlink:type="simple"/></disp-formula><p>Hence, (3.19) follows from Lemma 2.1.</p><p>• There is <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\2c980e16-acf6-4d65-a07c-21c3910eedba.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.43805-formula79054"><label>(3.21)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\5b2e41d0-6a5c-4ab3-94b1-2e50d295d348.png"  xlink:type="simple"/></disp-formula><p>This is a direct consequence of Lemma 3.6.</p><p>Therefore such a set <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e7013af8-0131-4f34-aecb-4ebd239174a7.png" xlink:type="simple"/></inline-formula> is a promising candidate for our purpose.</p><p>Finally, we need the following two lemmas.</p><p>Lemma 3.7 For every<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\b4b0297a-6a56-491a-9495-128f92b4bf09.png" xlink:type="simple"/></inline-formula>, the mapping <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\7bb2d816-6767-4d67-8395-efb715042b8b.png" xlink:type="simple"/></inline-formula> is Lipschitz continuous on<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\d64add68-93d9-4244-8b47-949bd18ab937.png" xlink:type="simple"/></inline-formula>.</p><p>Proof For <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\84113277-486f-456b-831f-f12f46a737da.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\01056288-ff75-4c35-be7b-6221b04c0095.png" xlink:type="simple"/></inline-formula> we have</p><disp-formula id="scirp.43805-formula79055"><label>(3.22)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\d780372e-e98a-425a-adae-456867e91f71.png"  xlink:type="simple"/></disp-formula><p>The first term of the above inequality is handled by estimate (3.2). Concerning the second one,</p><disp-formula id="scirp.43805-formula79056"><label>(3.23)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\2de0105a-e178-4a84-b4a7-652a1d65d056.png"  xlink:type="simple"/></disp-formula><p>Hence, there exists a constant<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\a76d0339-cc29-4153-a642-638a9e45fb6b.png" xlink:type="simple"/></inline-formula>, such that</p><disp-formula id="scirp.43805-formula79057"><label>(3.24)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\86d940f7-83f6-41f8-b8d9-1c570f3f54d4.png"  xlink:type="simple"/></disp-formula><p>On the other hands, for each initial data<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\beae6d11-5806-4833-b9cb-4a52b9116edf.png" xlink:type="simple"/></inline-formula>, we can decompose the solution <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\2215ca29-f6b0-4dce-b406-d08bd7991f4c.png" xlink:type="simple"/></inline-formula> of (1.1) as</p><disp-formula id="scirp.43805-formula79058"><label>(3.25)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\5a10e188-91a2-403e-bd5d-0f6fba408e1a.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\50e34107-fdd1-466a-aa90-d4bd4ca947de.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\de69b34d-a9ab-46bd-ade2-667f842b6c21.png" xlink:type="simple"/></inline-formula> solve the following equations respectively:</p><disp-formula id="scirp.43805-formula79059"><label>(3.26)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\e6c6b988-b07b-411b-bb1b-d3f0d0d70c5c.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.43805-formula79060"><label>(3.27)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\05b330bb-3748-4939-a807-3d75aeb6c3db.png"  xlink:type="simple"/></disp-formula><p>Therefore, we will have the following lemma:</p><p>Lemma 3.8 The following two estimates hold:</p><disp-formula id="scirp.43805-formula79061"><label>(3.28)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\f9bbe445-6c86-4a3b-a4ad-2c699e617d4e.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.43805-formula79062"><label>(3.29)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\4ce34c4f-8772-4ff6-9e55-c8f86d1697fc.png"  xlink:type="simple"/></disp-formula><p>where the constant <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\ee380b12-6cc3-4312-aa12-d4bab513fe2c.png" xlink:type="simple"/></inline-formula> depends only on <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c608ce54-32ce-4ed2-ad8a-ea66c5d8a161.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e5b6b62d-c96a-4eed-a5dc-d86dbdf47e20.png" xlink:type="simple"/></inline-formula>.</p><p>Proof Given two solutions <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\beea03df-38f5-4e8c-9904-b77ddbc854cf.png" xlink:type="simple"/></inline-formula> of Equation (1.1) origination from<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\77aac038-05e0-4d6c-bc50-6ae9a5f6e523.png" xlink:type="simple"/></inline-formula>, respectively.</p><p>Set</p><p><img src="htmlimages\3-2340114x\f2ebb578-a2e8-4ce4-9416-27b19899a218.png" /></p><p>where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\a2c49c35-61ab-4cd2-8366-de43f0a59f53.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\5df9c550-efe4-4c4c-adf3-7884d16a3ec4.png" xlink:type="simple"/></inline-formula> solve the following equations respectively:</p><disp-formula id="scirp.43805-formula79063"><label>(3.30)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\a5ba2749-5265-456b-afd5-bacac53e51f9.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.43805-formula79064"><label>(3.31)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\919c4415-285d-498d-a8ab-221580660755.png"  xlink:type="simple"/></disp-formula><p>It is apparent that <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\15480776-702f-42e5-bf86-283268c189cc.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\96d4e17f-87d7-4beb-b681-d39965f7c174.png" xlink:type="simple"/></inline-formula></p><p>Taking the product of (3.30) with <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\b5a6131a-ccb6-4bcd-b98a-5142c81dce28.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\5e586207-09a7-4ffe-b93b-9f13ec854104.png" xlink:type="simple"/></inline-formula>, we get</p><disp-formula id="scirp.43805-formula79065"><label>(3.32)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\48d108b5-272c-49e1-9c2a-ebd2cc311f61.png"  xlink:type="simple"/></disp-formula><p>So</p><disp-formula id="scirp.43805-formula79066"><label>(3.33)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\5a0c4c5a-c0fe-4375-b5f0-b80ab61115c0.png"  xlink:type="simple"/></disp-formula><p>Hence, setting</p><disp-formula id="scirp.43805-formula79067"><label>(3.34)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\b79c9c9e-b226-445c-841d-3b67b2d13c01.png"  xlink:type="simple"/></disp-formula><p>we have</p><p><img src="htmlimages\3-2340114x\87488877-5fe9-4110-acd1-0e21fffa7e33.png" /></p><p>So, we obtain the result (3.28).</p><p>On the other hands, taking the product of (3.31) with <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\a5c536da-e7ca-4e1b-8d35-e5504b5cbc6f.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\28772aac-ade6-4828-9c77-b99d50fc6154.png" xlink:type="simple"/></inline-formula>, we ge</p><disp-formula id="scirp.43805-formula79068"><label>(3.35)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\66dc2b08-c686-4797-999c-8a77d3668905.png"  xlink:type="simple"/></disp-formula><p>Since<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\bbbe7c62-4bad-45e8-a3f8-448ccff2ef91.png" xlink:type="simple"/></inline-formula>, we have<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\dfb5bdf0-e99c-47d1-a974-188617e535d8.png" xlink:type="simple"/></inline-formula>.</p><p>So, from (1.2) and using H<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\98751ff6-5d4b-40e3-85c1-c5cfe83bedee.png" xlink:type="simple"/></inline-formula>lder inequality, we have</p><disp-formula id="scirp.43805-formula79069"><label>(3.36)</label><graphic position="anchor" xlink:href="htmlimages\3-2340114x\74ee4e3d-ad5d-4be8-878c-e29eea5d3f8e.png"  xlink:type="simple"/></disp-formula><p>where the constant <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\3f15252d-0346-4d43-98d5-7941572135c5.png" xlink:type="simple"/></inline-formula> comes from the embedding<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\95df7f54-5bc7-4f5d-84d4-f5eaf2a4d78e.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\aa361ce8-bab4-4b50-a90a-3700fffa0827.png" xlink:type="simple"/></inline-formula>.</p><p>From Lemma 3.3, we obtain the inequality</p><p><img src="htmlimages\3-2340114x\56cd623e-69e6-42ca-aac5-f13a84ea2a20.png" /></p><p>and an integration on<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\9844f455-a078-478e-9093-3e75cf1bc7ea.png" xlink:type="simple"/></inline-formula>, we can get the estimate (3.29).</p><p>Proof of Theorem 1.1 Applying the abstract results devised in [<xref ref-type="bibr" rid="scirp.43805-ref10">10</xref>] -[<xref ref-type="bibr" rid="scirp.43805-ref12">12</xref>] , from Lemma 3.7 and Lemma 3.8, we can prove the existence of an exponential attractor <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\7aecf681-5592-4157-8b21-175dd12fd9e7.png" xlink:type="simple"/></inline-formula> for <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e82d06fe-de5e-4173-9abb-376e0c157264.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\bb1d4428-504b-435b-b327-d25f90a5804c.png" xlink:type="simple"/></inline-formula> immediately.</p><p>Remark 3.9 As a direct consequence of Theorem 1.1 and the a priori estimates given in [[<xref ref-type="bibr" rid="scirp.43805-ref9">9</xref>] , Lemma 3.5] and Lemma 3.8, we decompose <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\f2c60c49-ec8f-499b-b413-e55dbb3c3084.png" xlink:type="simple"/></inline-formula> as<inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\c27f65dc-bf40-4457-b26c-507e0df00402.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\16b1d3f2-98ea-4ff4-9e2c-526c9c43bb3e.png" xlink:type="simple"/></inline-formula> is bounded in <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\781a48b9-9fd8-4529-b7ed-089a20e66b1a.png" xlink:type="simple"/></inline-formula> for any</p><p><inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\62936cc4-c160-45b2-a8a4-080526577cb5.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="tmlimages\3-2340114x\e534acf7-7d4b-461a-93c4-cd56e3160173.png" xlink:type="simple"/></inline-formula> is the unique solution of (3.8).</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors thank the referee for his/her comments and suggestions, which have improved the original version of this article essentially. This work was partly supported by the NSFC (11061030,11101334) and the NSF of Gansu Province(1107RJZA223), in part by the Fundamental Research Funds for the Gansu Universities.</p></sec><sec id="s6"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.43805-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Aifantis, E.C. (1980) On the Problem of Diffusion in Solids. Acta Mechanica, 37, 265-296. http://dx.doi.org/10.1007/BF01202949</mixed-citation></ref><ref id="scirp.43805-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Kuttler, K. and Aifantis, E. (1988) Quasilinear Evolution Equations in Nonclassical Diffusion. SIAM Journal on Applied Mathematics, 19, 110-120. http://dx.doi.org/10.1137/0519008</mixed-citation></ref><ref id="scirp.43805-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Peter, J.G. and Gurtin, M.E. 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