<?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.2016.51005</article-id><article-id pub-id-type="publisher-id">IJMNTA-64246</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>
 
 
  Result on the Convergence Behavior of Solutions of Certain System of Third-Order Nonlinear Differential Equations
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>kinwale</surname><given-names>L. Olutimo</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Department of Mathematics, Lagos State University, Ojo, Nigeria</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>aolutimo@yahoo.com</email></corresp></author-notes><pub-date pub-type="epub"><day>02</day><month>03</month><year>2016</year></pub-date><volume>05</volume><issue>01</issue><fpage>48</fpage><lpage>58</lpage><history><date date-type="received"><day>30</day>	<month>November</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>4</month>	<year>March</year>	</date><date date-type="accepted"><day>7</day>	<month>March</month>	<year>2016</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p><html>
 <head></head>
 
  Convergence behaviors of solutions arising from certain system of third-order nonlinear differential equations are studied. Such convergence of solutions corresponding to extreme stability of solutions when 
  <img src="Edit_a0a6c0fe-9969-451a-a2b6-3c433a2622d7.bmp" alt="" />relates a pair of solutions of the system considered. Using suitable Lyapunov functionals, we prove that the solutions of the nonlinear differential equation are convergent. Result obtained generalizes and improves some known results in the literature. Example is included to illustrate the result.
 
</html></p></abstract><kwd-group><kwd>Nonlinear Differential Equations</kwd><kwd> Third Order</kwd><kwd> Convergence of Solutions</kwd><kwd> Lyapunov Method</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>We shall consider here systems of real differential equations of the form</p><disp-formula id="scirp.64246-formula602"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x7.png"  xlink:type="simple"/></disp-formula><p>which is equivalent to the system</p><disp-formula id="scirp.64246-formula603"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x8.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula604"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x9.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula605"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x10.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x11.png" xlink:type="simple"/></inline-formula> and H are continuous vector functions and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x12.png" xlink:type="simple"/></inline-formula> is an <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x13.png" xlink:type="simple"/></inline-formula>-positive definite continuous symmetric matrix function, for the argument displayed explicitly and the dots here as elsewhere stand for differentiation with respect to the independent variable t,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x14.png" xlink:type="simple"/></inline-formula>; <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x15.png" xlink:type="simple"/></inline-formula>denote the real interval<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x16.png" xlink:type="simple"/></inline-formula>. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x17.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x18.png" xlink:type="simple"/></inline-formula> in Equation (1).<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x19.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x20.png" xlink:type="simple"/></inline-formula>are the Jacobian matrices corresponding to the vector functions <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x21.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x22.png" xlink:type="simple"/></inline-formula> respectively exist and are symmetric, positive definite and continuous.</p><p>So far in the literature, much attention has been drawn to the boundedness of solutions of ordinary scalar and vector nonlinear differential equations of third order. The book of Reissig et al. [<xref ref-type="bibr" rid="scirp.64246-ref1">1</xref>] , the papers by Abou-El-Ela [<xref ref-type="bibr" rid="scirp.64246-ref2">2</xref>] , Afuwape [<xref ref-type="bibr" rid="scirp.64246-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref4">4</xref>] , Chukwu [<xref ref-type="bibr" rid="scirp.64246-ref5">5</xref>] , Ezeilo [<xref ref-type="bibr" rid="scirp.64246-ref6">6</xref>] , Ezeilo and Tejumola [<xref ref-type="bibr" rid="scirp.64246-ref7">7</xref>] , Meng [<xref ref-type="bibr" rid="scirp.64246-ref8">8</xref>] , Omeike [<xref ref-type="bibr" rid="scirp.64246-ref9">9</xref>] , Omeike and Afuwape [<xref ref-type="bibr" rid="scirp.64246-ref10">10</xref>] , Tiryaki [<xref ref-type="bibr" rid="scirp.64246-ref11">11</xref>] , Tunc [<xref ref-type="bibr" rid="scirp.64246-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref13">13</xref>] , Tunc and Ates [<xref ref-type="bibr" rid="scirp.64246-ref14">14</xref>] , Tunc and Mohammed [<xref ref-type="bibr" rid="scirp.64246-ref15">15</xref>] and the references cited therein have comprehensive treatment of the subject. Throughout the results present in the book of Reissig et al. [<xref ref-type="bibr" rid="scirp.64246-ref1">1</xref>] and the papers mentioned above, Lyapunov’s second (direct) method has been used as a basic tool to verify the results established in these works. Equations of the form (1) in which <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x23.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x24.png" xlink:type="simple"/></inline-formula> have been studied by [<xref ref-type="bibr" rid="scirp.64246-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref17">17</xref>] . They have obtained some results related to the convergence properties of solutions as well as Afuwape in [<xref ref-type="bibr" rid="scirp.64246-ref18">18</xref>] . Very recently, Tunc and Gozen [<xref ref-type="bibr" rid="scirp.64246-ref19">19</xref>] studied the convergence of solution of the equation</p><disp-formula id="scirp.64246-formula606"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x25.png"  xlink:type="simple"/></disp-formula><p>by extending the result of [<xref ref-type="bibr" rid="scirp.64246-ref17">17</xref>] to the special case <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x26.png" xlink:type="simple"/></inline-formula> of [<xref ref-type="bibr" rid="scirp.64246-ref17">17</xref>] . Also recently, Olutimo [<xref ref-type="bibr" rid="scirp.64246-ref20">20</xref>] studied the equation</p><disp-formula id="scirp.64246-formula607"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x27.png"  xlink:type="simple"/></disp-formula><p>a variant of (1), where c is a positive constant and obtained some results which guarantee the convergence of the solutions. With respect to our observation in the literature, no work based on (1) was found. The result to be obtained here is different from that in Olutimo [<xref ref-type="bibr" rid="scirp.64246-ref20">20</xref>] and the papers mentioned above. The intuitive idea of convergence of solutions also known as the extreme stability of solutions occurs when the difference between two equilibrium positions tends to zero as time increases infinitely is of practical importance. This intuitive idea is also applicable to nonlinear differential system. The Lyapunov’s second method allows us to predict the convergence property of solutions of nonlinear physical system. Result obtained generalizes and improves some known results in the literature. Example is included to illustrate the result.</p>Definition<p>Definition 1.1. Any two solutions<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x28.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x29.png" xlink:type="simple"/></inline-formula>of (1) are said to converge if</p><disp-formula id="scirp.64246-formula608"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x30.png"  xlink:type="simple"/></disp-formula><p>If the relations above are true of each other (arbitrary) pair of solutions of (1), we shall describe this saying that all solutions of (1) converge.</p></sec><sec id="s2"><title>2. Some Preliminary Results</title><p>We shall state for completeness, some standard results needed in the proofs of our results.</p><p>Lemma 1. Let D be a real symmetric <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x31.png" xlink:type="simple"/></inline-formula> matrices. Then for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x32.png" xlink:type="simple"/></inline-formula>.</p><disp-formula id="scirp.64246-formula609"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x33.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x34.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x35.png" xlink:type="simple"/></inline-formula> are the least and greatest eigenvalues of D, respectively.</p><p>Proof of Lemma 1. See [<xref ref-type="bibr" rid="scirp.64246-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref7">7</xref>] .</p><p>Lemma 2. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x36.png" xlink:type="simple"/></inline-formula> be real symmetric commuting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x37.png" xlink:type="simple"/></inline-formula> matrices. Then,</p><p>1) The eigenvalues <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x38.png" xlink:type="simple"/></inline-formula> of the product matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x39.png" xlink:type="simple"/></inline-formula> are all real and satisfy</p><disp-formula id="scirp.64246-formula610"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x40.png"  xlink:type="simple"/></disp-formula><p>2) The eigenvalues <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x41.png" xlink:type="simple"/></inline-formula> of the sum of Q and D are all real and satisfy</p><disp-formula id="scirp.64246-formula611"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x42.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x43.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x44.png" xlink:type="simple"/></inline-formula> are respectively the eigenvalues of Q and D.</p><p>Proof of Lemma 2. See [<xref ref-type="bibr" rid="scirp.64246-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref7">7</xref>] .</p><p>Lemma 3. Subject to earlier conditions on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x45.png" xlink:type="simple"/></inline-formula> the following is true</p><disp-formula id="scirp.64246-formula612"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x46.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x47.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x48.png" xlink:type="simple"/></inline-formula> are the least and greatest eigenvalues of D, respectively.</p><p>Proof of Lemma 3. See [<xref ref-type="bibr" rid="scirp.64246-ref20">20</xref>] .</p><p>Lemma 4. Subject to earlier conditions on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x49.png" xlink:type="simple"/></inline-formula> and that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x50.png" xlink:type="simple"/></inline-formula>, then</p><p>1)</p><disp-formula id="scirp.64246-formula613"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x51.png"  xlink:type="simple"/></disp-formula><p>2)</p><disp-formula id="scirp.64246-formula614"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x52.png"  xlink:type="simple"/></disp-formula><p>Proof of Lemma 4. See [<xref ref-type="bibr" rid="scirp.64246-ref20">20</xref>] .</p><p>Lemma 5. Subject to earlier conditions on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x53.png" xlink:type="simple"/></inline-formula> and that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x54.png" xlink:type="simple"/></inline-formula>, then</p><p>1)</p><disp-formula id="scirp.64246-formula615"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x55.png"  xlink:type="simple"/></disp-formula><p>2)</p><disp-formula id="scirp.64246-formula616"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x56.png"  xlink:type="simple"/></disp-formula><p>Proof of Lemma 5. See [<xref ref-type="bibr" rid="scirp.64246-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.64246-ref11">11</xref>] .</p></sec><sec id="s3"><title>3. Statement of Results</title><p>Throughout the sequel <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x57.png" xlink:type="simple"/></inline-formula> are the Jacobian matrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x57.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x58.png" xlink:type="simple"/></inline-formula> corresponding to the vector</p><p>functions<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x59.png" xlink:type="simple"/></inline-formula>, respectively.</p><p>Our main result which gives an estimate for the solutions of (1) is the following:</p><p>Theorem 1. Assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x60.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x61.png" xlink:type="simple"/></inline-formula>, for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x62.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x63.png" xlink:type="simple"/></inline-formula> are all symmetric. Jacobian matrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x64.png" xlink:type="simple"/></inline-formula> exist, positive definite and continuous. Furthermore, there are positive constants <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x65.png" xlink:type="simple"/></inline-formula> such that the following conditions are satisfied.</p><p>Suppose that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x66.png" xlink:type="simple"/></inline-formula> and that</p><p>1) The <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula> continuous matrices<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula> are symmetric, associative and commute pairwise. Then eigenvalues <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula> of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x72.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x73.png" xlink:type="simple"/></inline-formula>of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x74.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x75.png" xlink:type="simple"/></inline-formula> of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x76.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x77.png" xlink:type="simple"/></inline-formula>, satisfy</p><disp-formula id="scirp.64246-formula617"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x78.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula618"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x79.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula619"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x80.png"  xlink:type="simple"/></disp-formula><p>2) P satisfies</p><disp-formula id="scirp.64246-formula620"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x81.png"  xlink:type="simple"/></disp-formula><p>for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x82.png" xlink:type="simple"/></inline-formula> (i = 1, 2) in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x83.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x84.png" xlink:type="simple"/></inline-formula> is a finite constant. Then, there exists a finite constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x85.png" xlink:type="simple"/></inline-formula> such that any two solutions <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x86.png" xlink:type="simple"/></inline-formula> of (2) necessarily converge if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x87.png" xlink:type="simple"/></inline-formula>.</p><p>Our main tool in the proof of the result is the function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x88.png" xlink:type="simple"/></inline-formula> defined for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x89.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x90.png" xlink:type="simple"/></inline-formula> by</p><disp-formula id="scirp.64246-formula621"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x91.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.64246-formula622"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x92.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula623"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x93.png"  xlink:type="simple"/></disp-formula><p>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x94.png" xlink:type="simple"/></inline-formula> is a fixed constant chosen such that</p><disp-formula id="scirp.64246-formula624"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x95.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula625"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x96.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x97.png" xlink:type="simple"/></inline-formula>chosen such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x98.png" xlink:type="simple"/></inline-formula>.</p><p>The following result is immediate from (4).</p><p>Lemma 6. Assume that, all the hypotheses on matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x99.png" xlink:type="simple"/></inline-formula> and vectors <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x100.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x101.png" xlink:type="simple"/></inline-formula> in Theorem 1 are satisfied. Then there exist positive constants <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x102.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x103.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.64246-formula626"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x104.png"  xlink:type="simple"/></disp-formula><p>Proof of Lemma 6. In the proof of the lemma, the main tool is the function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x105.png" xlink:type="simple"/></inline-formula> in (4).</p><p>This function, after re-arrangement, can be re-written as</p><disp-formula id="scirp.64246-formula627"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x106.png"  xlink:type="simple"/></disp-formula><p>Since</p><disp-formula id="scirp.64246-formula628"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x107.png"  xlink:type="simple"/></disp-formula><p>And</p><disp-formula id="scirp.64246-formula629"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x108.png"  xlink:type="simple"/></disp-formula><p>we have that</p><disp-formula id="scirp.64246-formula630"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x109.png"  xlink:type="simple"/></disp-formula><p>Since matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x110.png" xlink:type="simple"/></inline-formula> is assumed symmetric and strictly positive definite. Consequently the square root <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x111.png" xlink:type="simple"/></inline-formula> exists which itself is symmetric and non-singular for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x111.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x112.png" xlink:type="simple"/></inline-formula> Therefore, we have</p><disp-formula id="scirp.64246-formula631"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x113.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x114.png" xlink:type="simple"/></inline-formula> stands for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x115.png" xlink:type="simple"/></inline-formula>.</p><p>Thus,</p><disp-formula id="scirp.64246-formula632"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x116.png"  xlink:type="simple"/></disp-formula><p>From (9), the term</p><disp-formula id="scirp.64246-formula633"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x117.png"  xlink:type="simple"/></disp-formula><p>Since</p><disp-formula id="scirp.64246-formula634"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x118.png"  xlink:type="simple"/></disp-formula><p>by integrating both sides from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x119.png" xlink:type="simple"/></inline-formula> to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x120.png" xlink:type="simple"/></inline-formula> and because<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x121.png" xlink:type="simple"/></inline-formula>, then we obtain</p><disp-formula id="scirp.64246-formula635"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x122.png"  xlink:type="simple"/></disp-formula><p>But from</p><disp-formula id="scirp.64246-formula636"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x123.png"  xlink:type="simple"/></disp-formula><p>integrating both sides from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x124.png" xlink:type="simple"/></inline-formula> to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x125.png" xlink:type="simple"/></inline-formula> and because<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x125.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x126.png" xlink:type="simple"/></inline-formula>, we find</p><disp-formula id="scirp.64246-formula637"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x127.png"  xlink:type="simple"/></disp-formula><p>Hence, (10) becomes</p><disp-formula id="scirp.64246-formula638"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x128.png"  xlink:type="simple"/></disp-formula><p>combining the estimate for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x129.png" xlink:type="simple"/></inline-formula> in (9), we have</p><disp-formula id="scirp.64246-formula639"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x130.png"  xlink:type="simple"/></disp-formula><p>By hypothesis (1) of Theorem 1 and lemmas 1 and 2, we have</p><disp-formula id="scirp.64246-formula640"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x131.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x132.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x133.png" xlink:type="simple"/></inline-formula> by (5).</p><p>Similarly, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x134.png" xlink:type="simple"/></inline-formula>after re-arrangement becomes</p><disp-formula id="scirp.64246-formula641"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x135.png"  xlink:type="simple"/></disp-formula><p>It is obvious that</p><disp-formula id="scirp.64246-formula642"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x136.png"  xlink:type="simple"/></disp-formula><p>also,</p><disp-formula id="scirp.64246-formula643"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x137.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.64246-formula644"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x138.png"  xlink:type="simple"/></disp-formula><p>Combining all the estimates of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x139.png" xlink:type="simple"/></inline-formula> and (11), we have</p><disp-formula id="scirp.64246-formula645"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x140.png"  xlink:type="simple"/></disp-formula><p>Now, combining <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x141.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x142.png" xlink:type="simple"/></inline-formula> we must have</p><disp-formula id="scirp.64246-formula646"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x143.png"  xlink:type="simple"/></disp-formula><p>that is,</p><disp-formula id="scirp.64246-formula647"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x144.png"  xlink:type="simple"/></disp-formula><p>Thus, it is evident from the terms contained in (12) that there exists sufficiently small positive constants <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x145.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.64246-formula648"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x146.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.64246-formula649"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x147.png"  xlink:type="simple"/></disp-formula><p>The right half inequality in lemma 6 follows from lemma 1 and 2.</p><p>Thus,</p><disp-formula id="scirp.64246-formula650"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x148.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.64246-formula651"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x149.png"  xlink:type="simple"/></disp-formula><p>Hence,</p><disp-formula id="scirp.64246-formula652"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x150.png"  xlink:type="simple"/></disp-formula></sec><sec id="s4"><title>4. Proof of Theorem 1</title><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x151.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x152.png" xlink:type="simple"/></inline-formula>be any two solutions of (2), we define</p><disp-formula id="scirp.64246-formula653"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x153.png"  xlink:type="simple"/></disp-formula><p>By</p><disp-formula id="scirp.64246-formula654"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x154.png"  xlink:type="simple"/></disp-formula><p>where V is the function defined in (4) with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x155.png" xlink:type="simple"/></inline-formula> replaced by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x156.png" xlink:type="simple"/></inline-formula> respectively.</p><p>By lemma 6, (13) becomes</p><disp-formula id="scirp.64246-formula655"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x157.png"  xlink:type="simple"/></disp-formula><p>for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x158.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x158.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x159.png" xlink:type="simple"/></inline-formula>.</p><p>The derivative of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x160.png" xlink:type="simple"/></inline-formula> with respect to t along the solution path and using Lemma 3, 4 and 5, after simplification yields</p><disp-formula id="scirp.64246-formula656"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x161.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x162.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x163.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x164.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x165.png" xlink:type="simple"/></inline-formula>.</p><p>Using the fact that</p><disp-formula id="scirp.64246-formula657"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x166.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.64246-formula658"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x167.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.64246-formula659"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x168.png"  xlink:type="simple"/></disp-formula><p>Following (8),</p><disp-formula id="scirp.64246-formula660"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x169.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.64246-formula661"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x170.png"  xlink:type="simple"/></disp-formula><p>Thus,</p><disp-formula id="scirp.64246-formula662"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x171.png"  xlink:type="simple"/></disp-formula><p>Note that</p><disp-formula id="scirp.64246-formula663"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x172.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.64246-formula664"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x173.png"  xlink:type="simple"/></disp-formula><p>We have;</p><disp-formula id="scirp.64246-formula665"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x174.png"  xlink:type="simple"/></disp-formula><p>On applying Lemma 1 and 2, we have</p><disp-formula id="scirp.64246-formula666"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x175.png"  xlink:type="simple"/></disp-formula><p>If we choose<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x176.png" xlink:type="simple"/></inline-formula>, such that it satisfies (6), and using (3), we obtain</p><disp-formula id="scirp.64246-formula667"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x177.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.64246-formula668"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x178.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula669"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x179.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula670"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x180.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula671"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x181.png"  xlink:type="simple"/></disp-formula><p>Thus,</p><disp-formula id="scirp.64246-formula672"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x182.png"  xlink:type="simple"/></disp-formula><p>with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x183.png" xlink:type="simple"/></inline-formula>.</p><p>There exists a constants <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x184.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.64246-formula673"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x185.png"  xlink:type="simple"/></disp-formula><p>In view of (14), the above inequality implies</p><disp-formula id="scirp.64246-formula674"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2340204x186.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x187.png" xlink:type="simple"/></inline-formula> be now fixed as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x188.png" xlink:type="simple"/></inline-formula>. Thus, last part of the theorem is immediate, provided <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x189.png" xlink:type="simple"/></inline-formula> and on integrating (15) between <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x189.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x190.png" xlink:type="simple"/></inline-formula> and t, we have</p><disp-formula id="scirp.64246-formula675"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x191.png"  xlink:type="simple"/></disp-formula><p>which implies that</p><disp-formula id="scirp.64246-formula676"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x192.png"  xlink:type="simple"/></disp-formula><p>Thus, by (14), it shows that</p><disp-formula id="scirp.64246-formula677"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x193.png"  xlink:type="simple"/></disp-formula><p>From system (1) this implies that</p><disp-formula id="scirp.64246-formula678"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x194.png"  xlink:type="simple"/></disp-formula><p>This completes the proof of Theorem 1.</p></sec><sec id="s5"><title>5. Conclusions</title><p>Analysis of nonlinear systems literary shows that Lyapunov’s theory in convergence of solutions is rarely scarce. The second Lyapunov’s method allows predicting the convergence behavior of solutions of sufficiently complicated nonlinear physical system.</p><p>Example 4.0.1. As a special case of system (2), let us take for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x195.png" xlink:type="simple"/></inline-formula> such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x196.png" xlink:type="simple"/></inline-formula> is a function of t only and</p><disp-formula id="scirp.64246-formula679"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x197.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula680"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x198.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula681"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x199.png"  xlink:type="simple"/></disp-formula><p>Thus,</p><disp-formula id="scirp.64246-formula682"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x200.png"  xlink:type="simple"/></disp-formula><p>Clearly, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x201.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x202.png" xlink:type="simple"/></inline-formula> are symmetric and commute pairwise. That is,</p><disp-formula id="scirp.64246-formula683"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x203.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula684"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x204.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.64246-formula685"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x205.png"  xlink:type="simple"/></disp-formula><p>Then, by easy calculation, we obtain eigenvalues of the matrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x206.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x207.png" xlink:type="simple"/></inline-formula> as follows</p><disp-formula id="scirp.64246-formula686"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x208.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula687"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x209.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.64246-formula688"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x210.png"  xlink:type="simple"/></disp-formula><p>It is obvious that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x211.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x212.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x213.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x213.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x214.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x213.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x215.png" xlink:type="simple"/></inline-formula>and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x213.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x216.png" xlink:type="simple"/></inline-formula>.</p><p>If we choose<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2340204x217.png" xlink:type="simple"/></inline-formula>, we must have that</p><disp-formula id="scirp.64246-formula689"><graphic  xlink:href="http://html.scirp.org/file/5-2340204x218.png"  xlink:type="simple"/></disp-formula><p>Thus, all the conditions of Theorem 1 are satisfied. 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