<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JAMP</journal-id><journal-title-group><journal-title>Journal of Applied Mathematics and Physics</journal-title></journal-title-group><issn pub-type="epub">2327-4352</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jamp.2015.37094</article-id><article-id pub-id-type="publisher-id">JAMP-57638</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Hopf Bifurcation Analysis for a Modified Time-Delay Predator-Prey System with Harvesting
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yang</surname><given-names>Ni</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yan</surname><given-names>Meng</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yiming</surname><given-names>Ding</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>School of Mathematics and physics, University of Science and Technology Beijing, Beijing, China</addr-line></aff><pub-date pub-type="epub"><day>30</day><month>06</month><year>2015</year></pub-date><volume>03</volume><issue>07</issue><fpage>771</fpage><lpage>780</lpage><history><date date-type="received"><day>28</day>	<month>April</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>23</month>	<year>June</year>	</date><date date-type="accepted"><day>30</day>	<month>June</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   In this paper, we consider the direction and stability of time-delay induced Hopf bifurcation in a delayed predator-prey system with harvesting. We show that the positive equilibrium point is asymptotically stable in the absence of time delay, but loses its stability via the Hopf bifurcation when the time delay increases beyond a threshold. Furthermore, using the norm form and the center manifold theory, we investigate the stability and direction of the Hopf bifurcation. 
 
</p></abstract><kwd-group><kwd>Hopf Bifurcation</kwd><kwd> Time-Delay</kwd><kwd> Predator-Prey Model</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Due to its universal existence and importance, the study on the dynamics of predator-prey systems is one of the dominant subjects in ecology and mathematical ecology since Lotka [<xref ref-type="bibr" rid="scirp.57638-ref1">1</xref>] and Volterra [<xref ref-type="bibr" rid="scirp.57638-ref2">2</xref>] proposed the well- known predator-prey model [<xref ref-type="bibr" rid="scirp.57638-ref3">3</xref>]-[<xref ref-type="bibr" rid="scirp.57638-ref6">6</xref>]. Recently, a new method of central manifold has been developed to study the stability of delay induced bifurcation. In this paper, we study the following system:</p><disp-formula id="scirp.57638-formula311"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x3.png"  xlink:type="simple"/></disp-formula><p>with</p><disp-formula id="scirp.57638-formula312"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x4.png"  xlink:type="simple"/></disp-formula><p>where dot means differentiation with respect to time<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x5.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x6.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x7.png" xlink:type="simple"/></inline-formula> are the prey and predator population densities, respectively. Parameter <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x8.png" xlink:type="simple"/></inline-formula> is the specific growth rate of prey in the absence of predation and without environment limitation. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x9.png" xlink:type="simple"/></inline-formula>is environmental carrying capacity. The functional response of the predator is of Holling’s type with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x10.png" xlink:type="simple"/></inline-formula>. And all parameters involved with the model are positive.</p><p>The purpose of this paper is to investigate the effect of time-delay on a modified predator-prey model with harvesting. We discussed the existence of Hopf bifurcation of system (1) and the direction of Hopf bifurcation and the stability of bifurcated periodic solutions are given.</p></sec><sec id="s2"><title>2. Positive Equilibrium and Locally Asymptotically Stabiliy</title><p>After some calculations, we note system (1) has no boundary equilibria. However, it is more interesting to study the dynamical behaviors of the interior equilibrium points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x11.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x12.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.57638-formula313"><graphic  xlink:href="http://html.scirp.org/file/57638x13.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57638-formula314"><graphic  xlink:href="http://html.scirp.org/file/57638x14.png"  xlink:type="simple"/></disp-formula><p>The two distinct interior equilibrium points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x15.png" xlink:type="simple"/></inline-formula> exist whenever</p><disp-formula id="scirp.57638-formula315"><graphic  xlink:href="http://html.scirp.org/file/57638x16.png"  xlink:type="simple"/></disp-formula><p>holds.</p><p>We transform the interior equilibrium <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x17.png" xlink:type="simple"/></inline-formula> to the origin by the transformation<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x18.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x19.png" xlink:type="simple"/></inline-formula>. Respectively, we still denote <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x20.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x21.png" xlink:type="simple"/></inline-formula> by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x22.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x23.png" xlink:type="simple"/></inline-formula>. Thus, system (1) is transformed into</p><disp-formula id="scirp.57638-formula316"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x24.png"  xlink:type="simple"/></disp-formula><p>First, we give the condition such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x25.png" xlink:type="simple"/></inline-formula> is locally stable. For simplicity, we denote</p><disp-formula id="scirp.57638-formula317"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x26.png"  xlink:type="simple"/></disp-formula><p>The characteristic polynomial of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x27.png" xlink:type="simple"/></inline-formula> is</p><disp-formula id="scirp.57638-formula318"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x28.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula319"><graphic  xlink:href="http://html.scirp.org/file/57638x29.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57638-formula320"><graphic  xlink:href="http://html.scirp.org/file/57638x30.png"  xlink:type="simple"/></disp-formula><p>Now we consider the locally asymptotically stabiliy of the system without time-delay. Then we have</p><disp-formula id="scirp.57638-formula321"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x31.png"  xlink:type="simple"/></disp-formula><p>If</p><disp-formula id="scirp.57638-formula322"><graphic  xlink:href="http://html.scirp.org/file/57638x32.png"  xlink:type="simple"/></disp-formula><p>holds, then it follows from the Routh-Hurwitz criterion that two roots of (6) have negative real parts.</p><p>Theorem 1. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x33.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x34.png" xlink:type="simple"/></inline-formula> hold, the interior equilibrium point <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x35.png" xlink:type="simple"/></inline-formula> of system (1) is locally asymptotically stable.</p></sec><sec id="s3"><title>3. Hopf Bifurcaion</title><p>In the section, we study whether there exists periodic solutions of system (1) about the interior equilibrium point<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x36.png" xlink:type="simple"/></inline-formula>. Now we have the following results.</p><p>Theorem 2. If the system (1) satisfies the hypothesis <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x39.png" xlink:type="simple"/></inline-formula> holds, then there exists a critical point <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x40.png" xlink:type="simple"/></inline-formula> such that the positive equilibrium point <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x41.png" xlink:type="simple"/></inline-formula> is locally asymptotically stable for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x42.png" xlink:type="simple"/></inline-formula> and unstable for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x43.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x44.png" xlink:type="simple"/></inline-formula> is defined in Equation (14).</p><p>By the use of the instability result for the delayed differential Equations, in order to prove the instability of the equilibrium point, it is sufficient to show that there exists a purely imaginary <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x45.png" xlink:type="simple"/></inline-formula> and a positive real <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x46.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.57638-formula323"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x47.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x48.png" xlink:type="simple"/></inline-formula> is defined in Equation (5).</p><p>If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x49.png" xlink:type="simple"/></inline-formula> is a root of Equation (7), then we have</p><disp-formula id="scirp.57638-formula324"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x50.png"  xlink:type="simple"/></disp-formula><p>which leads to</p><disp-formula id="scirp.57638-formula325"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x51.png"  xlink:type="simple"/></disp-formula><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x52.png" xlink:type="simple"/></inline-formula>, then Equation (9) takes the form</p><disp-formula id="scirp.57638-formula326"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x53.png"  xlink:type="simple"/></disp-formula><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x54.png" xlink:type="simple"/></inline-formula> holds, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x55.png" xlink:type="simple"/></inline-formula>, which leads to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x56.png" xlink:type="simple"/></inline-formula>. Thus Equation (10) has at least one positive root, which leads to</p><disp-formula id="scirp.57638-formula327"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x57.png"  xlink:type="simple"/></disp-formula><p>Set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x58.png" xlink:type="simple"/></inline-formula> as the root of Equation (8) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x59.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.57638-formula328"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x60.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula329"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x61.png"  xlink:type="simple"/></disp-formula><p>Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x62.png" xlink:type="simple"/></inline-formula> are a pair of simple purely imaginary roots of Equation (8) with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x63.png" xlink:type="simple"/></inline-formula>, and we have</p><disp-formula id="scirp.57638-formula330"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x64.png"  xlink:type="simple"/></disp-formula><p>Then by the Butler’s Lemma, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x65.png" xlink:type="simple"/></inline-formula>is unstable for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x66.png" xlink:type="simple"/></inline-formula>. On the other hand, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x67.png" xlink:type="simple"/></inline-formula>, then Equation (7) have no roots on the imaginary axis. Then Equation (7) for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x68.png" xlink:type="simple"/></inline-formula>, only has negative real part roots, which implies that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x69.png" xlink:type="simple"/></inline-formula> is locally asymptotically stable for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x70.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 3. If the system (1) satisfies the hypothesis <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x71.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x72.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x73.png" xlink:type="simple"/></inline-formula>, then the system (1) undergoes Hopf bifurcation at <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x74.png" xlink:type="simple"/></inline-formula> when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x75.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. The Hopf bifurcation will be proved if we can show that</p><disp-formula id="scirp.57638-formula331"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x76.png"  xlink:type="simple"/></disp-formula><p>From Equation (7), we have</p><disp-formula id="scirp.57638-formula332"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x77.png"  xlink:type="simple"/></disp-formula><p>Substituting Equation (8) into Equation (16), we have</p><disp-formula id="scirp.57638-formula333"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x78.png"  xlink:type="simple"/></disp-formula><p>Substituting Equation (14) into the above equation, we have</p><disp-formula id="scirp.57638-formula334"><graphic  xlink:href="http://html.scirp.org/file/57638x79.png"  xlink:type="simple"/></disp-formula><p>Therefore, the transversality condition is satisfied. Therefore Hopf bifurcation occurs at<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x80.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s4"><title>4. The Direction and Stability of the Hopf Bifurcation</title><p>In this section, we analyze the direction and stability of the Hopf bifurcation of (3) obtained in Theorem 3 by taking <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x81.png" xlink:type="simple"/></inline-formula> as the bifurcation parameter.</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x82.png" xlink:type="simple"/></inline-formula>, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x83.png" xlink:type="simple"/></inline-formula> is the Hopf bifurcation value of system (3). Rescale the time by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x84.png" xlink:type="simple"/></inline-formula> to normalize the delay. The periodic solution of system (3) is equivalent to the solution of the following system</p><disp-formula id="scirp.57638-formula335"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x85.png"  xlink:type="simple"/></disp-formula><p>We define <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x86.png" xlink:type="simple"/></inline-formula> as nonnegative integer, define <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x87.png" xlink:type="simple"/></inline-formula> as follows</p><disp-formula id="scirp.57638-formula336"><graphic  xlink:href="http://html.scirp.org/file/57638x88.png"  xlink:type="simple"/></disp-formula><p>Rewrite system (18) to</p><disp-formula id="scirp.57638-formula337"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x89.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula338"><label>(20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x90.png"  xlink:type="simple"/></disp-formula><p>We use the method which is based on the center manifold and normal form theory, and define<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x91.png" xlink:type="simple"/></inline-formula>. Then the system (19) is transformed into a functional differential equation as</p><disp-formula id="scirp.57638-formula339"><label>(21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x92.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x93.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x94.png" xlink:type="simple"/></inline-formula> are respectively represented by</p><disp-formula id="scirp.57638-formula340"><label>(22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x95.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.57638-formula341"><label>(23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x96.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x97.png" xlink:type="simple"/></inline-formula>. By the Riesz representation theorem, there exist a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x98.png" xlink:type="simple"/></inline-formula> matrix<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x99.png" xlink:type="simple"/></inline-formula>, whose elements are of bounded variation functions such that</p><disp-formula id="scirp.57638-formula342"><label>(24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x100.png"  xlink:type="simple"/></disp-formula><p>In fact, we can choose</p><disp-formula id="scirp.57638-formula343"><label>(25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x101.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x102.png" xlink:type="simple"/></inline-formula> is the Dirac delta function. For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x103.png" xlink:type="simple"/></inline-formula>, we define</p><disp-formula id="scirp.57638-formula344"><label>(26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x104.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.57638-formula345"><label>(27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x105.png"  xlink:type="simple"/></disp-formula><p>Thus system (21) is equivalent to</p><disp-formula id="scirp.57638-formula346"><label>(28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x106.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x107.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x108.png" xlink:type="simple"/></inline-formula>.</p><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x109.png" xlink:type="simple"/></inline-formula>, define</p><disp-formula id="scirp.57638-formula347"><label>(29)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x110.png"  xlink:type="simple"/></disp-formula><p>and a bilinear inner product</p><disp-formula id="scirp.57638-formula348"><label>(30)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x111.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x112.png" xlink:type="simple"/></inline-formula>. Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x113.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x114.png" xlink:type="simple"/></inline-formula> are adjoint operators. From the discussion in Theorem 2, we know that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x115.png" xlink:type="simple"/></inline-formula> are eigenvalues of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x116.png" xlink:type="simple"/></inline-formula> and therefore they are also eigenvalues of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x117.png" xlink:type="simple"/></inline-formula>.</p><p>Suppose <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x118.png" xlink:type="simple"/></inline-formula> is the eigenvector of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x119.png" xlink:type="simple"/></inline-formula> corresponding to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x120.png" xlink:type="simple"/></inline-formula>. Thus,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x121.png" xlink:type="simple"/></inline-formula>. From the definition of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x123.png" xlink:type="simple"/></inline-formula> we have</p><disp-formula id="scirp.57638-formula349"><graphic  xlink:href="http://html.scirp.org/file/57638x124.png"  xlink:type="simple"/></disp-formula><p>Then we have</p><disp-formula id="scirp.57638-formula350"><label>(31)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x125.png"  xlink:type="simple"/></disp-formula><p>Similarly, let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x126.png" xlink:type="simple"/></inline-formula> be the eigenvector of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x127.png" xlink:type="simple"/></inline-formula> corresponding to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x128.png" xlink:type="simple"/></inline-formula>. Then by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x129.png" xlink:type="simple"/></inline-formula> and the definition of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x130.png" xlink:type="simple"/></inline-formula>, we obtain</p><disp-formula id="scirp.57638-formula351"><graphic  xlink:href="http://html.scirp.org/file/57638x131.png"  xlink:type="simple"/></disp-formula><p>Therefore</p><disp-formula id="scirp.57638-formula352"><label>(32)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x132.png"  xlink:type="simple"/></disp-formula><p>In order to ensure, we need to determine the value of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x133.png" xlink:type="simple"/></inline-formula>, from Equation (29) we have</p><disp-formula id="scirp.57638-formula353"><label>(33)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x134.png"  xlink:type="simple"/></disp-formula><p>Then we can choose <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x135.png" xlink:type="simple"/></inline-formula> such as</p><disp-formula id="scirp.57638-formula354"><label>(34)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x136.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x137.png" xlink:type="simple"/></inline-formula> is the conjugate complex number of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x138.png" xlink:type="simple"/></inline-formula>.</p><p>Next we will compute the coordinate to describe the center manifold <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x139.png" xlink:type="simple"/></inline-formula> at<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x140.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x141.png" xlink:type="simple"/></inline-formula> be the solution of Equation (27) when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x142.png" xlink:type="simple"/></inline-formula>. Define</p><disp-formula id="scirp.57638-formula355"><label>(35)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x143.png"  xlink:type="simple"/></disp-formula><p>On the center manifold<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x144.png" xlink:type="simple"/></inline-formula>, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x145.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.57638-formula356"><label>(36)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x146.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula> are local coordinates for the center manifold <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula> in the direction of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x150.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x151.png" xlink:type="simple"/></inline-formula>. Note that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x152.png" xlink:type="simple"/></inline-formula> is real if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x153.png" xlink:type="simple"/></inline-formula> is real. We only concern with the real solutions. For solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x154.png" xlink:type="simple"/></inline-formula> of Equation (27), since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x151.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x154.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x155.png" xlink:type="simple"/></inline-formula> and Equation (35), we have</p><disp-formula id="scirp.57638-formula357"><label>(37)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x156.png"  xlink:type="simple"/></disp-formula><p>We rewrite above equation as</p><disp-formula id="scirp.57638-formula358"><label>(38)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x157.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula359"><label>(39)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x158.png"  xlink:type="simple"/></disp-formula><p>From Equation (35) and Equation (36), we obtain that</p><disp-formula id="scirp.57638-formula360"><label>(40)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x159.png"  xlink:type="simple"/></disp-formula><p>Substituting Equation (23) and Equation (40) into Equation (39), we have</p><disp-formula id="scirp.57638-formula361"><label>(41)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x160.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x161.png" xlink:type="simple"/></inline-formula> stands for higher order terms, and</p><disp-formula id="scirp.57638-formula362"><graphic  xlink:href="http://html.scirp.org/file/57638x162.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57638-formula363"><graphic  xlink:href="http://html.scirp.org/file/57638x163.png"  xlink:type="simple"/></disp-formula><p>Comparing Equation (39) and Equation (41), we get</p><disp-formula id="scirp.57638-formula364"><label>(42)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x164.png"  xlink:type="simple"/></disp-formula><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x165.png" xlink:type="simple"/></inline-formula> depends on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x166.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x167.png" xlink:type="simple"/></inline-formula>, we need to find the values of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x168.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x169.png" xlink:type="simple"/></inline-formula>. From Equation (21) and Equation (35), we have</p><disp-formula id="scirp.57638-formula365"><label>(43)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x170.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula366"><label>(44)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x171.png"  xlink:type="simple"/></disp-formula><p>From Equation (36), we have</p><disp-formula id="scirp.57638-formula367"><label>(45)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x172.png"  xlink:type="simple"/></disp-formula><p>It follows from Equation (39) that</p><disp-formula id="scirp.57638-formula368"><label>(46)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x173.png"  xlink:type="simple"/></disp-formula><p>Comparing the coefficients of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x174.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x175.png" xlink:type="simple"/></inline-formula> from Equation (45) and Equation (46), we get</p><disp-formula id="scirp.57638-formula369"><label>(47)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x176.png"  xlink:type="simple"/></disp-formula><p>Then for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x177.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.57638-formula370"><label>(48)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x178.png"  xlink:type="simple"/></disp-formula><p>Comparing the coefficients of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x179.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x180.png" xlink:type="simple"/></inline-formula> between Equation (44) and Equation (48), we get</p><disp-formula id="scirp.57638-formula371"><label>(49)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x181.png"  xlink:type="simple"/></disp-formula><p>From the definition of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x182.png" xlink:type="simple"/></inline-formula> and Equation (49), we have</p><disp-formula id="scirp.57638-formula372"><label>(50)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x183.png"  xlink:type="simple"/></disp-formula><p>Since<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x184.png" xlink:type="simple"/></inline-formula>, we obtain</p><disp-formula id="scirp.57638-formula373"><label>(51)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x185.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x186.png" xlink:type="simple"/></inline-formula> is a constant vector. Similarly, we have</p><disp-formula id="scirp.57638-formula374"><label>(52)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x187.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x188.png" xlink:type="simple"/></inline-formula> is a constant vector. Now, we shall find the values of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x189.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x189.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x190.png" xlink:type="simple"/></inline-formula>. From the definition of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x189.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x191.png" xlink:type="simple"/></inline-formula> and Equation (50), we have</p><disp-formula id="scirp.57638-formula375"><label>(53)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x192.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.57638-formula376"><label>(54)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x193.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x194.png" xlink:type="simple"/></inline-formula>. In view of Equation (43), we induce that when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x195.png" xlink:type="simple"/></inline-formula>.</p><disp-formula id="scirp.57638-formula377"><label>(55)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x196.png"  xlink:type="simple"/></disp-formula><p>Then we have</p><disp-formula id="scirp.57638-formula378"><label>(56)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x197.png"  xlink:type="simple"/></disp-formula><p>Comparing both sides of Equation (56), we obtain</p><disp-formula id="scirp.57638-formula379"><label>(57)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x198.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x199.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x200.png" xlink:type="simple"/></inline-formula> are respectively the coefficients of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x201.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x202.png" xlink:type="simple"/></inline-formula> of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x201.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x202.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x203.png" xlink:type="simple"/></inline-formula>. Thus we have</p><disp-formula id="scirp.57638-formula380"><label>(58)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x204.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x205.png" xlink:type="simple"/></inline-formula>.</p><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x206.png" xlink:type="simple"/></inline-formula> is the eigenvalue of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x207.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x208.png" xlink:type="simple"/></inline-formula> is the corresponding eigenvector, we get</p><disp-formula id="scirp.57638-formula381"><label>(59)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x209.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57638-formula382"><label>(60)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x210.png"  xlink:type="simple"/></disp-formula><p>Therefore, substituting Equation (53) and Equation (59) into Equation (60), we have</p><disp-formula id="scirp.57638-formula383"><label>(61)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x211.png"  xlink:type="simple"/></disp-formula><p>that is</p><disp-formula id="scirp.57638-formula384"><label>(62)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x212.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula385"><label>(63)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x213.png"  xlink:type="simple"/></disp-formula><p>Thus<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula> is the value of the determinant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x217.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x218.png" xlink:type="simple"/></inline-formula> is formed by replacing the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x219.png" xlink:type="simple"/></inline-formula>th column vector of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x220.png" xlink:type="simple"/></inline-formula> by another column vector <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x221.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x214.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x217.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x218.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x221.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x222.png" xlink:type="simple"/></inline-formula>. In a similar way, we have</p><disp-formula id="scirp.57638-formula386"><label>(64)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x223.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.57638-formula387"><label>(65)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x224.png"  xlink:type="simple"/></disp-formula><p>Thus<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula> is the value of the determinant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula> that is formed by replacing the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula>th column vector of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x230.png" xlink:type="simple"/></inline-formula> by another column vector <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x231.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x231.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x232.png" xlink:type="simple"/></inline-formula>. Therefore, we can determine <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x231.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x233.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x231.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x234.png" xlink:type="simple"/></inline-formula> from Equation (51) and Equation (52). Furthermore, we can easily compute<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x231.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x232.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x235.png" xlink:type="simple"/></inline-formula>.</p><p>Then the Hopf bifurcating periodic solutions of system (1) at <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x236.png" xlink:type="simple"/></inline-formula> on the center manifold are determined by the following formulas</p><disp-formula id="scirp.57638-formula388"><label>(66)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/57638x237.png"  xlink:type="simple"/></disp-formula><p>Here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula> determines the direction of Hopf bifurcation. If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x239.png" xlink:type="simple"/></inline-formula>, then the Hopf-bifurcation is forward(backward) and the bifurcating periodic solutions exist for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x240.png" xlink:type="simple"/></inline-formula>. Again <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x240.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x241.png" xlink:type="simple"/></inline-formula> determines the stability of the bifurcating periodic solutions. The bifurcating periodic solutions are stable (unstable) if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x240.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x241.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x242.png" xlink:type="simple"/></inline-formula>. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x240.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x241.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x242.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x243.png" xlink:type="simple"/></inline-formula>determines the period of periodic solutions: the period increases (decreases) if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x239.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x240.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x241.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x242.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x243.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x244.png" xlink:type="simple"/></inline-formula>. Therefore, we have the following results.</p><p>Theorem 4. The Hopf bifurcation of the system (1) occurring at <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x245.png" xlink:type="simple"/></inline-formula> when <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x246.png" xlink:type="simple"/></inline-formula> is forward (backward) if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x247.png" xlink:type="simple"/></inline-formula> and the bifurcating periodic solutions on the center manifold are stable (unstable) if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x246.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x247.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x248.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s5"><title>5. Conclusion</title><p>This paper introduces modified time-delay predator- prey model. Then we study the Hopf bifurcation and the stability of the system. Our results reveal the conditions on the parameters so that the periodic solutions exist surrounding the interior equilibrium point. It shows that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x249.png" xlink:type="simple"/></inline-formula> is a critical value for the time delay<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x249.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/57638x250.png" xlink:type="simple"/></inline-formula>. Furthermore, the direction of Hopf bifurcation and the stability of bifurcated periodic solutions are investigated.</p></sec><sec id="s6"><title>Acknowledgements</title><p>This project is jointly supported by the National Natural Science Foundations of China (Grant No. 61074192). We also would like to thank the anonymous referees which have improved the quality of our study.</p></sec><sec id="s7"><title>Cite this paper</title><p>Yang Ni,Yan Meng,Yiming Ding, (2015) Hopf Bifurcation Analysis for a Modified Time-Delay Predator-Prey System with Harvesting. Journal of Applied Mathematics and Physics,03,771-780. doi: 10.4236/jamp.2015.37094</p></sec></body><back><ref-list><title>References</title><ref id="scirp.57638-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Lotka, A.J. (1925) Elements of Physical Biology. Nature, 116, 461. http://dx.doi.org/10.1038/116461b0</mixed-citation></ref><ref id="scirp.57638-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Volterra, V. (1926) Fluctuations in The Abundance of A Species Considered Mathematically. Nature, 118, 558-560.  
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