<?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">AM</journal-id><journal-title-group><journal-title>Applied Mathematics</journal-title></journal-title-group><issn pub-type="epub">2152-7385</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/am.2015.66100</article-id><article-id pub-id-type="publisher-id">AM-57043</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>
 
 
  Stationary Solutions of a Mathematical Model for Formation of Coral Patterns
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>ekam</surname><given-names>Watte Somathilake</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Janak</surname><given-names>R. Wedagedera</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Simcyp-CERTARA Limited, Blades Enterprise Centre, Sheffield, UK</addr-line></aff><aff id="aff1"><addr-line>Department of Mathematics, Faculty of Science, University of Ruhuna, Matara, Sri Lanka</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>sthilake@maths.ruh.ac.lk(EWS)</email>;<email>janakrw@gmail.com(JRW)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>29</day><month>05</month><year>2015</year></pub-date><volume>06</volume><issue>06</issue><fpage>1099</fpage><lpage>1106</lpage><history><date date-type="received"><day>23</day>	<month>April</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>7</month>	<year>June</year>	</date><date date-type="accepted"><day>10</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>
 
 
  A reaction-diffusion type mathematical model for growth of corals in a tank is considered. In this paper, we study stationary problem of the model subject to the homogeneous Neumann boundary conditions. We derive some existence results of the non-constant solutions of the stationary problem based on Priori estimations and Topological Degree theory. The existence of non-constant stationary solutions implies the existence of spatially variant time invariant solutions for the model.
 
</p></abstract><kwd-group><kwd>Reaction-Diffusion Equations</kwd><kwd> Stationary Solutions</kwd><kwd> Priori Estimates</kwd><kwd> Topological Degree Theory</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Most of the corals consist of colony of polyps reside in cups like skeletal structures on stony corals called calices. Polyps of hard corals produce a stony skeleton of calcium carbonate which causes the growth of the coral reefs. Polyps’ maximum diameter is a species-specific characteristic. Once they reach this maximum diameter they divide [<xref ref-type="bibr" rid="scirp.57043-ref1">1</xref>] . In this way, if survive, they divide over and over and form a colony. If the coral colony does not break off, it grows as its individual polyps divide to form new polyps [<xref ref-type="bibr" rid="scirp.57043-ref2">2</xref>] . As new polyps are formed they build new calices to reside. This causes the growth of solid matrix of the stony corals.</p><p>Various modeling approaches on coral morphogenesis processes have been reported in [<xref ref-type="bibr" rid="scirp.57043-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.57043-ref3">3</xref>] - [<xref ref-type="bibr" rid="scirp.57043-ref9">9</xref>] . Morpho- genesis of branching corals has been described by Diffusion-Limited Aggregation (DLA) type models in [<xref ref-type="bibr" rid="scirp.57043-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.57043-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.57043-ref10">10</xref>] .</p><p>A reaction diffusion type mathematical model for growth of corals in a tank is proposed in [<xref ref-type="bibr" rid="scirp.57043-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.57043-ref12">12</xref>] con- sidering the nutrient polyps interaction. This model is derived based on the model appear in [<xref ref-type="bibr" rid="scirp.57043-ref8">8</xref>] . The non- dimensionalized version of this mathematical model takes the form:</p><disp-formula id="scirp.57043-formula548"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x5.png"  xlink:type="simple"/></disp-formula><p>Here, u and v are vertically averaged nondimensionalized concentrations of dissolved nutrients (foods of coral polyps) and aggregating solid material (calcium carbonate) on the coral reefs respectively.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x6.png" xlink:type="simple"/></inline-formula>, d, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x7.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x8.png" xlink:type="simple"/></inline-formula> are positive constants. The local and global stabilities of the solutions of the corresponding system of ordinary differential equations</p><disp-formula id="scirp.57043-formula549"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x9.png"  xlink:type="simple"/></disp-formula><p>are discussed in [<xref ref-type="bibr" rid="scirp.57043-ref11">11</xref>] . Turing type instability analysis and patterns formation behavior of the model (1) subject to the boundary conditions</p><disp-formula id="scirp.57043-formula550"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x10.png"  xlink:type="simple"/></disp-formula><p>are discussed in [<xref ref-type="bibr" rid="scirp.57043-ref12">12</xref>] . Here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x11.png" xlink:type="simple"/></inline-formula> denotes the gradient operator and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x12.png" xlink:type="simple"/></inline-formula> denotes the outward unit normal vector to the domain boundary<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x13.png" xlink:type="simple"/></inline-formula>.</p><sec id="s1_1"><title>1.1. Constant Solutions (Steady States)</title><p>There are three constant solutions (homogeneous steady sates)<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x14.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x15.png" xlink:type="simple"/></inline-formula>and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x16.png" xlink:type="simple"/></inline-formula>for the system (1). Here<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x17.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x18.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x19.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x20.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x21.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x22.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x20.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x23.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s1_2"><title>1.2. Stationary Problem</title><p>In this article, the existence of the stationary solutions of the system (stationary problem corresponding to the system (1)):</p><disp-formula id="scirp.57043-formula551"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x24.png"  xlink:type="simple"/></disp-formula><p>subject to no-flux boundary conditions (3), is discussed.</p><p>The main result presented in this article is the existence of non-constant positive solutions. These existence results are proved based on the Priori estimates and Topological Degree theory [<xref ref-type="bibr" rid="scirp.57043-ref13">13</xref>] - [<xref ref-type="bibr" rid="scirp.57043-ref15">15</xref>] .</p></sec></sec><sec id="s2"><title>2. Priori Estimates</title><p>In this section we obtain estimates for the upper and lower bounds for the stationary solutions of the system (4). This boundedness property can be expressed as the following theorem:</p><p>Theorem 1. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x25.png" xlink:type="simple"/></inline-formula> be any solution of (4) except<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x26.png" xlink:type="simple"/></inline-formula>. Then there exists a constant C such that</p><disp-formula id="scirp.57043-formula552"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x27.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x28.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x29.png" xlink:type="simple"/></inline-formula>.</p><p>Our main aim here is to prove the above theorem. In order to prove this, let us first prove following results:</p><p>Lemma 1. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x30.png" xlink:type="simple"/></inline-formula> be any nontrivial solution of (4). Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x31.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x32.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x33.png" xlink:type="simple"/></inline-formula>. Fur-</p><p>thermore, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x34.png" xlink:type="simple"/></inline-formula>, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x35.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x36.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x37.png" xlink:type="simple"/></inline-formula>. Then applying maximum principle at <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x38.png" xlink:type="simple"/></inline-formula> we get</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x39.png" xlink:type="simple"/></inline-formula>. That is, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x40.png" xlink:type="simple"/></inline-formula>, which implies</p><disp-formula id="scirp.57043-formula553"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x41.png"  xlink:type="simple"/></disp-formula><p>Therefore,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x42.png" xlink:type="simple"/></inline-formula>. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x43.png" xlink:type="simple"/></inline-formula>. Again applying maximum principle at <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x44.png" xlink:type="simple"/></inline-formula> we</p><p>get<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x45.png" xlink:type="simple"/></inline-formula>. That is, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x46.png" xlink:type="simple"/></inline-formula>, which implies<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x47.png" xlink:type="simple"/></inline-formula>.</p><p>That is<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x48.png" xlink:type="simple"/></inline-formula>. Since<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x49.png" xlink:type="simple"/></inline-formula>, from the second equation of (4) we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x50.png" xlink:type="simple"/></inline-formula>Applying strong maximum principle to the above equation we get <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x51.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x52.png" xlink:type="simple"/></inline-formula>, provided<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x53.png" xlink:type="simple"/></inline-formula>. The proof is complete. □</p><p>Lemma 2. Assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x54.png" xlink:type="simple"/></inline-formula> is any solution of (4). If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x55.png" xlink:type="simple"/></inline-formula>, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x56.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x57.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x58.png" xlink:type="simple"/></inline-formula>. Then</p><disp-formula id="scirp.57043-formula554"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x59.png"  xlink:type="simple"/></disp-formula><p>Also, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x60.png" xlink:type="simple"/></inline-formula>on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x61.png" xlink:type="simple"/></inline-formula>. Then applying maximum principle we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x62.png" xlink:type="simple"/></inline-formula>, which implies the required inequality. □</p><p>Lemma 3. Assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x63.png" xlink:type="simple"/></inline-formula> is any solution of (4). If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x64.png" xlink:type="simple"/></inline-formula>, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x65.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x66.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. Put<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x67.png" xlink:type="simple"/></inline-formula>, Then</p><disp-formula id="scirp.57043-formula555"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x68.png"  xlink:type="simple"/></disp-formula><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x69.png" xlink:type="simple"/></inline-formula> on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x70.png" xlink:type="simple"/></inline-formula>, the maximum principle gives the required inequality. □</p><p>Lemma 4. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x71.png" xlink:type="simple"/></inline-formula> be any solution for (4). Then there exist a constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x72.png" xlink:type="simple"/></inline-formula>, such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x73.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x74.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. From lemma (1), we have</p><disp-formula id="scirp.57043-formula556"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x75.png"  xlink:type="simple"/></disp-formula><p>From lemma (2) we get <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x76.png" xlink:type="simple"/></inline-formula> for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x77.png" xlink:type="simple"/></inline-formula> From lemma (3) we get</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x78.png" xlink:type="simple"/></inline-formula>. Combining these two inequalities we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x79.png" xlink:type="simple"/></inline-formula> (say). Then from (5) we have</p><disp-formula id="scirp.57043-formula557"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x80.png"  xlink:type="simple"/></disp-formula><p>Therefore, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x81.png" xlink:type="simple"/></inline-formula>for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x82.png" xlink:type="simple"/></inline-formula> □</p><p>Lemma 5. Assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x83.png" xlink:type="simple"/></inline-formula> is any solution of (4) except<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x84.png" xlink:type="simple"/></inline-formula>. Then there exist a positive constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x85.png" xlink:type="simple"/></inline-formula> such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x86.png" xlink:type="simple"/></inline-formula> for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x87.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. The second equation of the system (4) can be written as <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x88.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x89.png" xlink:type="simple"/></inline-formula>, where</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x90.png" xlink:type="simple"/></inline-formula>. From lemmas (1) and (3) we get <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x91.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x92.png" xlink:type="simple"/></inline-formula> for any<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x93.png" xlink:type="simple"/></inline-formula>. Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x94.png" xlink:type="simple"/></inline-formula> Set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x95.png" xlink:type="simple"/></inline-formula> According to Harnack inequality [<xref ref-type="bibr" rid="scirp.57043-ref15">15</xref>] there</p><p>exists a parameter <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x96.png" xlink:type="simple"/></inline-formula> such that</p><disp-formula id="scirp.57043-formula558"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x97.png"  xlink:type="simple"/></disp-formula><p>Denote <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x98.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x99.png" xlink:type="simple"/></inline-formula>. Then applying maximum principle for the second equ-</p><p>ation of (4), we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x100.png" xlink:type="simple"/></inline-formula>. Since<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x101.png" xlink:type="simple"/></inline-formula>, we get</p><disp-formula id="scirp.57043-formula559"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x102.png"  xlink:type="simple"/></disp-formula><p>From the inequalities (8) and (9) we get</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x103.png" xlink:type="simple"/></inline-formula>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x104.png" xlink:type="simple"/></inline-formula>. That is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x105.png" xlink:type="simple"/></inline-formula> for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x106.png" xlink:type="simple"/></inline-formula>,</p><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x107.png" xlink:type="simple"/></inline-formula>. □</p><p>Proof of Theorem (1): From lemma (3) we have, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x108.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x109.png" xlink:type="simple"/></inline-formula>and, from</p><p>lemma (5) we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x110.png" xlink:type="simple"/></inline-formula> for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x111.png" xlink:type="simple"/></inline-formula>. Set</p><disp-formula id="scirp.57043-formula560"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x112.png"  xlink:type="simple"/></disp-formula><p>Then we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x113.png" xlink:type="simple"/></inline-formula> □</p></sec><sec id="s3"><title>3. Existence of Non Constant Stationary Solutions</title><p>In this section we investigate the existence of non-constant solutions to (4). For this, the degree theory for compact operators in Banach spaces [<xref ref-type="bibr" rid="scirp.57043-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.57043-ref16">16</xref>] are used as the main mathematical tool. Define the spaces <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x114.png" xlink:type="simple"/></inline-formula> and Y as follows:</p><disp-formula id="scirp.57043-formula561"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x115.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x116.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x117.png" xlink:type="simple"/></inline-formula> Here C is the con-</p><p>stant defined in Equation (10) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x118.png" xlink:type="simple"/></inline-formula> is any solution of the system (4). Set an auxiliary parameter <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x119.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x120.png" xlink:type="simple"/></inline-formula>, where M is a large constant to be determined. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x121.png" xlink:type="simple"/></inline-formula> denote any constant solution of the system (4). Linearizing the system (4) when <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x122.png" xlink:type="simple"/></inline-formula> at S takes the form:</p><disp-formula id="scirp.57043-formula562"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x123.png"  xlink:type="simple"/></disp-formula><p>Denote</p><disp-formula id="scirp.57043-formula563"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x124.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.57043-formula564"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x125.png"  xlink:type="simple"/></disp-formula><p>Thus,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x126.png" xlink:type="simple"/></inline-formula>. Then (4) and (11) can be written as</p><disp-formula id="scirp.57043-formula565"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x127.png"  xlink:type="simple"/></disp-formula><p>respectively. Define<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula> That is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula> is a compact perturbation of the identity operator. According to the definition of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x131.png" xlink:type="simple"/></inline-formula> there is no fixed point of T on the boundary<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x132.png" xlink:type="simple"/></inline-formula>. Thus, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x133.png" xlink:type="simple"/></inline-formula>is a positive solution of (12) if and only if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x133.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x134.png" xlink:type="simple"/></inline-formula> So, the Leray-Schauder degree <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x133.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x135.png" xlink:type="simple"/></inline-formula> is well defined. Furthermore, we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x133.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x136.png" xlink:type="simple"/></inline-formula></p><p>The index of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x137.png" xlink:type="simple"/></inline-formula> at <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x138.png" xlink:type="simple"/></inline-formula> is defined as</p><disp-formula id="scirp.57043-formula566"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x139.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x140.png" xlink:type="simple"/></inline-formula> is the number of negative eigenvalues of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x141.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 6. The eigenvalues, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x142.png" xlink:type="simple"/></inline-formula>of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x143.png" xlink:type="simple"/></inline-formula> are given by the equation</p><disp-formula id="scirp.57043-formula567"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x144.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x145.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x146.png" xlink:type="simple"/></inline-formula> Here p and q are the trace and determinant of the matrix A respectively and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x147.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x148.png" xlink:type="simple"/></inline-formula> are the positive eigenvalues of the eigenvalue problem</p><disp-formula id="scirp.57043-formula568"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x149.png"  xlink:type="simple"/></disp-formula><p>such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x150.png" xlink:type="simple"/></inline-formula>. Also the discriminant D of (13) is given by</p><disp-formula id="scirp.57043-formula569"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x151.png"  xlink:type="simple"/></disp-formula><p>Proof. The eigenvalues <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x152.png" xlink:type="simple"/></inline-formula> of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x153.png" xlink:type="simple"/></inline-formula> satisfies</p><disp-formula id="scirp.57043-formula570"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x154.png"  xlink:type="simple"/></disp-formula><p>This implies</p><disp-formula id="scirp.57043-formula571"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x155.png"  xlink:type="simple"/></disp-formula><p>By simplifying we get</p><disp-formula id="scirp.57043-formula572"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x156.png"  xlink:type="simple"/></disp-formula><p>This implies</p><disp-formula id="scirp.57043-formula573"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x157.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x158.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x158.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x159.png" xlink:type="simple"/></inline-formula> The discriminant of (13) is</p><disp-formula id="scirp.57043-formula574"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x160.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x161.png" xlink:type="simple"/></inline-formula>□</p><p>Now we consider the cases <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x162.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x163.png" xlink:type="simple"/></inline-formula> separately.</p><sec id="s3_1"><title>3.1. The Case α &gt; 2λ</title><p>In this case there are two constant fixed points of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula> which are <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula>. Now we deal with the case<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x168.png" xlink:type="simple"/></inline-formula>. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x169.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x170.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x171.png" xlink:type="simple"/></inline-formula> be corresponding P value, Q value and the discriminant of (13) respectively. Also let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x172.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x167.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x173.png" xlink:type="simple"/></inline-formula> be the corresponding p and q values.</p><sec id="s3_1_1"><title>3.1.1. The Case <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x174.png" xlink:type="simple"/></inline-formula></title><p>The solutions for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x175.png" xlink:type="simple"/></inline-formula> of the Equation (13) can be written as</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x176.png" xlink:type="simple"/></inline-formula>and</p><p>If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x178.png" xlink:type="simple"/></inline-formula> then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x179.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x180.png" xlink:type="simple"/></inline-formula>. It can be shown that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x181.png" xlink:type="simple"/></inline-formula>. That is, if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x182.png" xlink:type="simple"/></inline-formula> then only one negative solution exists for (13). It follows that if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x179.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x183.png" xlink:type="simple"/></inline-formula> is negative we can find</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x184.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x185.png" xlink:type="simple"/></inline-formula>such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x187.png" xlink:type="simple"/></inline-formula>. Therefore, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x184.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x188.png" xlink:type="simple"/></inline-formula></p></sec><sec id="s3_1_2"><title>3.1.2. The Case <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x189.png" xlink:type="simple"/></inline-formula></title><p>Next we deal with the case<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula>. Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula> be corresponding P value, Q value and the corresponding discriminant of (13). Also let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula> be the corresponding p and q values. In this case we can find<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x196.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x197.png" xlink:type="simple"/></inline-formula>such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x198.png" xlink:type="simple"/></inline-formula> is negative when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x198.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x199.png" xlink:type="simple"/></inline-formula>. Therefore there are exactly one neg- ative solutions for the corresponding Equation (13) when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x198.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x200.png" xlink:type="simple"/></inline-formula>. Therefore<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x193.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x196.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x197.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x198.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x199.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x200.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x201.png" xlink:type="simple"/></inline-formula>. Also,</p><disp-formula id="scirp.57043-formula575"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x202.png"  xlink:type="simple"/></disp-formula><p>Theorem 2. Assume that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x203.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x203.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x204.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x203.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x205.png" xlink:type="simple"/></inline-formula> are satisfied. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x203.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x206.png" xlink:type="simple"/></inline-formula> is even, then (4) has at least one positive nontrivial solution.</p><p>Proof. Homotopy invariance property show that</p><disp-formula id="scirp.57043-formula576"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x207.png"  xlink:type="simple"/></disp-formula><p>By setting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x208.png" xlink:type="simple"/></inline-formula> as sufficiently large constant we get<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x209.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x210.png" xlink:type="simple"/></inline-formula>. Therefore,</p><disp-formula id="scirp.57043-formula577"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x211.png"  xlink:type="simple"/></disp-formula><p>Also, we have</p><disp-formula id="scirp.57043-formula578"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/19-7402728x212.png"  xlink:type="simple"/></disp-formula><p>The relations (17) and (18) contradict the homotopy invariance property for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x213.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x213.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x214.png" xlink:type="simple"/></inline-formula>. Thus the proof is complete. □</p></sec></sec><sec id="s3_2"><title>3.2. The Case α = 2λ</title><p>In this case the constant fixed point of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x215.png" xlink:type="simple"/></inline-formula> in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x216.png" xlink:type="simple"/></inline-formula> is uniquely determined by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x216.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x217.png" xlink:type="simple"/></inline-formula>. The Leray- Schauder index at this point is:</p><disp-formula id="scirp.57043-formula579"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x218.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x219.png" xlink:type="simple"/></inline-formula> is the number of real negative eigenvalues (counting algebraic multiplicity) of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x219.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x220.png" xlink:type="simple"/></inline-formula>.</p><p>In this case <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x221.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x221.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x222.png" xlink:type="simple"/></inline-formula>. Then,</p><disp-formula id="scirp.57043-formula580"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x223.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.57043-formula581"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x224.png"  xlink:type="simple"/></disp-formula><p>If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x225.png" xlink:type="simple"/></inline-formula>:</p><p>Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x226.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x227.png" xlink:type="simple"/></inline-formula>. Therefore, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x228.png" xlink:type="simple"/></inline-formula>, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x229.png" xlink:type="simple"/></inline-formula>. That is if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x228.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x229.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x230.png" xlink:type="simple"/></inline-formula>, there is</p><p>exactly one negative solution for (13). No negative solutions for (13) if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x231.png" xlink:type="simple"/></inline-formula></p><p>If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x232.png" xlink:type="simple"/></inline-formula>:</p><p>In this case, Q is negative if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x233.png" xlink:type="simple"/></inline-formula>. Then there is exactly one negative solution for (13).</p><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x234.png" xlink:type="simple"/></inline-formula> be the number of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x235.png" xlink:type="simple"/></inline-formula>, satisfying<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x235.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x236.png" xlink:type="simple"/></inline-formula>. Then,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x235.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x236.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x237.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 3. Assume that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x238.png" xlink:type="simple"/></inline-formula>. If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x238.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x239.png" xlink:type="simple"/></inline-formula> is odd, then (4) admits at least one positive non-constant solution.</p><p>Proof. From the Homotopy invariance property we have</p><disp-formula id="scirp.57043-formula582"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x240.png"  xlink:type="simple"/></disp-formula><p>Suppose that (4) has no non-constant solutions if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x241.png" xlink:type="simple"/></inline-formula>. Also</p><disp-formula id="scirp.57043-formula583"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x242.png"  xlink:type="simple"/></disp-formula><p>provided <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x243.png" xlink:type="simple"/></inline-formula> is sufficiently large. On the other hand</p><disp-formula id="scirp.57043-formula584"><graphic  xlink:href="http://html.scirp.org/file/19-7402728x244.png"  xlink:type="simple"/></disp-formula><p>These two relations contradict the homotopy invariance property for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x245.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x245.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/19-7402728x246.png" xlink:type="simple"/></inline-formula>. Thus the proof is complete. □</p></sec></sec><sec id="s4"><title>4. Discussion</title><p>Stationary problem corresponding to a model mathematical model for formation of coral patterns is considered. We have proved the existence of non-constant positive solutions of the stationary problem (4). Existence of non- constant solutions to the stationary problem gives a guarantee for the existence of spatially variant time invariant solutions to the proposed reaction-diffusion system. In other words, the solution of the system reaches a steady state with spatial patterns. This is a physically important feature which gurantees the the existence of stable coral patterns of the system.</p></sec></body><back><ref-list><title>References</title><ref id="scirp.57043-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Merks, R.M.H. (2003) Models of Coral Growth: Spontaneous Branching, Compactification and Laplacian Growth Assumption. 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