<?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.2015.65071</article-id><article-id pub-id-type="publisher-id">AM-56161</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>
 
 
  On the Computation of Extinction Time for Some Nonlinear Parabolic Equations
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>ossadoum</surname><given-names>Ngarmadji</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>Siniki</surname><given-names>Ndeuzoumbet</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hilaire</surname><given-names>Nkounkou</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Benjamin</surname><given-names>Mampassi</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>2University of Moundou, Moundou, Chad</addr-line></aff><aff id="aff4"><addr-line>Cheikh Anta Diop University, Dakar, Senegal</addr-line></aff><aff id="aff1"><addr-line>University of N’Djamena, N’Djamena, Chad</addr-line></aff><aff id="aff3"><addr-line>Marien Ngouabi University, Brazzaville, Congo</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>kossbri@yahoo.fr(ON)</email>;<email>siniki_ndeuzoumbet@yahoo.fr(SN)</email>;<email>hnkounkou@yahoo.fr(HN)</email>;<email>mampassi@yahoo.fr(BM)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>05</day><month>05</month><year>2015</year></pub-date><volume>06</volume><issue>05</issue><fpage>754</fpage><lpage>763</lpage><history><date date-type="received"><day>16</day>	<month>March</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>6</month>	<year>May</year>	</date><date date-type="accepted"><day>7</day>	<month>May</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>
 
 
  The phenomenon of extinction is an important property of solutions for many evolutionary equa-tions. In this paper, a numerical simulation for computing the extinction time of nonnegative solu-tions for some nonlinear parabolic equations on general domains is presented. The solution algo-rithm utilizes the Donor-cell scheme in space and Euler’s method in time. Finally, we will give some numerical experiments to illustrate our algorithm.
 
</p></abstract><kwd-group><kwd>Nonlinear Parabolic Equations</kwd><kwd> Donor-Cell Scheme</kwd><kwd> Numerical Extinction Time</kwd><kwd> General Domains</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>There is a large number of nonlinear partial differential equations of parabolic type whose solutions for given initial data become identically nulle in finite time T. Such a phenomenon is called extinction and T is called the extinction time. For certain problems, the extinction time can be computed explicitly, but in many cases one can only know the existence of extinction time.</p><p>Since the appearance of the pioneering work of Kalashnikov [<xref ref-type="bibr" rid="scirp.56161-ref1">1</xref>] , extinction phenomenon in nonlinear parabolic equations has been studied extensively by many authors [<xref ref-type="bibr" rid="scirp.56161-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.56161-ref3">3</xref>] . Particular emphasis has been placed on the question as to the existence of extinction time [<xref ref-type="bibr" rid="scirp.56161-ref4">4</xref>] - [<xref ref-type="bibr" rid="scirp.56161-ref7">7</xref>] .</p><p>Generally speaking, it is difficult to simulate extinction phenomenon accurately on general domains. Indeed, it is not at all clear if features of such a phenomenon as extinction can be well reflected in the discretized equation which approximates the original equation. In [<xref ref-type="bibr" rid="scirp.56161-ref8">8</xref>] - [<xref ref-type="bibr" rid="scirp.56161-ref11">11</xref>] , some numerical schemes have been used to study the extinction phenomenon of solutions for some nonlinear parabolic equations.</p><p>In this work, we propose a numerical algorithm for computing the extinction time for nonnegative solutions of some nonlinear parabolic equations. Our motivation is to reproduce the extinction phenomenon of some non- linear parabolic equations on general domains.</p><p>This paper is organized as follows. In the next section, we present the problem model and some theoretical results. A discretization of this problem is derived in Section 3, while numerical experiments are reported in Section 4 and Section 5 is devoted to concluding remarks.</p></sec><sec id="s2"><title>2. The Model Problem</title><p>In this work, we are concerned with the following initial-boundary value problem:</p><disp-formula id="scirp.56161-formula360"><label>, (1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x5.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56161-formula361"><label>, (2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x6.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56161-formula362"><label>, (3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x7.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x8.png" xlink:type="simple"/></inline-formula> is a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x9.png" xlink:type="simple"/></inline-formula> bounded domain with boundary<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x10.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x11.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x12.png" xlink:type="simple"/></inline-formula>and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x13.png" xlink:type="simple"/></inline-formula>, being given functions.</p><p>Furthermore, for any <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x14.png" xlink:type="simple"/></inline-formula> and for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x15.png" xlink:type="simple"/></inline-formula> defined in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x16.png" xlink:type="simple"/></inline-formula>, we will set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x17.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x18.png" xlink:type="simple"/></inline-formula>.</p><p>Nonlinear parabolic equations of type (1) appear in various applications. In particular they are used to des- cribe a phenomenon of thermal propagation in an absorptive medium where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x19.png" xlink:type="simple"/></inline-formula> stands for temperature [<xref ref-type="bibr" rid="scirp.56161-ref5">5</xref>] . In other applications, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x20.png" xlink:type="simple"/></inline-formula>is a concentration and the process is described as diffusion with absorption.</p><p>The problem of determining necessary and sufficient conditions on the functions <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x21.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x22.png" xlink:type="simple"/></inline-formula> which ensure the existence of an extinction time for solutions of (1)-(3) has been considered by several authors [<xref ref-type="bibr" rid="scirp.56161-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.56161-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.56161-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.56161-ref12">12</xref>] .</p><p>In this section, we state the following result:</p><p>Theorem 1 Assume that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x23.png" xlink:type="simple"/></inline-formula> is a nonnegative solution of the problem (1)-(3) where f and F are nondecreasing, nonnegative derivatives functions and if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x24.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.56161-formula363"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x25.png"  xlink:type="simple"/></disp-formula><p>Proof: First, let us set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x26.png" xlink:type="simple"/></inline-formula>. We have</p><disp-formula id="scirp.56161-formula364"><label>. (i)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x27.png"  xlink:type="simple"/></disp-formula><p>Multiplying Equation (1) by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x28.png" xlink:type="simple"/></inline-formula> and integrating over <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x29.png" xlink:type="simple"/></inline-formula> it follows</p><disp-formula id="scirp.56161-formula365"><label>. (ii)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x30.png"  xlink:type="simple"/></disp-formula><p>On one hand thanks to regularity of functions<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x31.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x32.png" xlink:type="simple"/></inline-formula>and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x33.png" xlink:type="simple"/></inline-formula>, we can write</p><disp-formula id="scirp.56161-formula366"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x34.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x35.png" xlink:type="simple"/></inline-formula> is the unit outward to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x36.png" xlink:type="simple"/></inline-formula>, ds denotes an element of surface area, since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x37.png" xlink:type="simple"/></inline-formula> vanishes on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x36.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x38.png" xlink:type="simple"/></inline-formula> and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x39.png" xlink:type="simple"/></inline-formula>, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x40.png" xlink:type="simple"/></inline-formula>, hence</p><disp-formula id="scirp.56161-formula367"><label>. (iii)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x41.png"  xlink:type="simple"/></disp-formula><p>From (ii) and (iii), we deduce</p><disp-formula id="scirp.56161-formula368"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x42.png"  xlink:type="simple"/></disp-formula><p>Since <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x43.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x44.png" xlink:type="simple"/></inline-formula>, and according to (i), we obtain</p><disp-formula id="scirp.56161-formula369"><label>. (iv)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x45.png"  xlink:type="simple"/></disp-formula><p>On the other hand, multiplying Equation (1) by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x46.png" xlink:type="simple"/></inline-formula> yields</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x47.png" xlink:type="simple"/></inline-formula>,</p><p>which we rewrite as</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x48.png" xlink:type="simple"/></inline-formula>,</p><p>then the application <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x49.png" xlink:type="simple"/></inline-formula> is decreased in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x50.png" xlink:type="simple"/></inline-formula>. It then follows</p><disp-formula id="scirp.56161-formula370"><label>. (vi)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x51.png"  xlink:type="simple"/></disp-formula><p>On the other hand, the increase of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x52.png" xlink:type="simple"/></inline-formula> implies that</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x53.png" xlink:type="simple"/></inline-formula>,</p><p>Thus</p><disp-formula id="scirp.56161-formula371"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x54.png"  xlink:type="simple"/></disp-formula><p>and according to (vi) we obtain</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x55.png" xlink:type="simple"/></inline-formula>,</p><p>This last inequality implies</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x56.png" xlink:type="simple"/></inline-formula>.</p><p>Then considering (iv), we deduced</p><disp-formula id="scirp.56161-formula372"><label>. (vii)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x57.png"  xlink:type="simple"/></disp-formula><p>Setting<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x58.png" xlink:type="simple"/></inline-formula>, we obtain</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x59.png" xlink:type="simple"/></inline-formula>.</p><p>This gives after integrating</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x60.png" xlink:type="simple"/></inline-formula>.</p><p>Knowing that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x61.png" xlink:type="simple"/></inline-formula>. it follows<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x62.png" xlink:type="simple"/></inline-formula>. The passage to the limit allows us to write</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x63.png" xlink:type="simple"/></inline-formula>.</p><p>Finally,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x64.png" xlink:type="simple"/></inline-formula>.</p><p>In addition to the assumption of increase of F in Theorem 2.1, if we assume that</p><disp-formula id="scirp.56161-formula373"><label>, (4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x65.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x66.png" xlink:type="simple"/></inline-formula>is a positive constant.</p><p>then the following result is easily shown.</p><p>Corollary 1 Suppose that the assumptions of the Theorem 2.1 are satisfied, and if (4) holds for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x67.png" xlink:type="simple"/></inline-formula>, then</p><disp-formula id="scirp.56161-formula374"><label>. (5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x68.png"  xlink:type="simple"/></disp-formula><p>Indeed, for all <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x69.png" xlink:type="simple"/></inline-formula> solution of (1)-(3), it comes from the assumption (4) that</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x70.png" xlink:type="simple"/></inline-formula>,</p><p>that gives</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x71.png" xlink:type="simple"/></inline-formula>.</p><p>As<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x72.png" xlink:type="simple"/></inline-formula>, then</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x73.png" xlink:type="simple"/></inline-formula>.</p><p>So</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x74.png" xlink:type="simple"/></inline-formula>,</p><p>and as a consequence of Theorem 2.1</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x75.png" xlink:type="simple"/></inline-formula>. □</p><p>In summary, under some assumptions we know that all nonnegative solutions of (1)-(3) have extinction time as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x76.png" xlink:type="simple"/></inline-formula>. We want to determine whether extinction occurs in finite time for any given <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x77.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x78.png" xlink:type="simple"/></inline-formula>.</p><p>It is well known that, in general, there is no classical solution to this nonlinear parabolic equation for arbitrary choices of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x79.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x80.png" xlink:type="simple"/></inline-formula>. However, there are some works dealing with approximation of extinction time for solutions of (1). For example, in [<xref ref-type="bibr" rid="scirp.56161-ref13">13</xref>] a numerical method to approximate the solutions of (1) has been developed in the case <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x81.png" xlink:type="simple"/></inline-formula> and in [<xref ref-type="bibr" rid="scirp.56161-ref14">14</xref>] an algorithm based on splitting technique was derived to compute the extinction time for solutions on a rectangular domain.</p><p>In order to determine the extinction time for some <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x82.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x83.png" xlink:type="simple"/></inline-formula>, we will derive in the next section a numerical scheme based on Donor-cell scheme. Given a sufficiently small parameter<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x84.png" xlink:type="simple"/></inline-formula>, we would like to determine the positive real <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x85.png" xlink:type="simple"/></inline-formula> such that a solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x86.png" xlink:type="simple"/></inline-formula> of the problem (1)-(3) has to satisfy the above relation</p><disp-formula id="scirp.56161-formula375"><label>. (6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x87.png"  xlink:type="simple"/></disp-formula><p>We shall call <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x88.png" xlink:type="simple"/></inline-formula> satisfying (6) as the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x89.png" xlink:type="simple"/></inline-formula>-extinction time.</p></sec><sec id="s3"><title>3. Discretization</title><sec id="s3_1"><title>3.1. Discretization of the Studied Domain</title><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula> be a considered domain that we assume to be of irregular shape, we approximate <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x91.png" xlink:type="simple"/></inline-formula> by a domain <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x92.png" xlink:type="simple"/></inline-formula> whose boundary is specified by the set of boundary edges lying on gridlines. We imbed <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x93.png" xlink:type="simple"/></inline-formula> in a rectan- gular domain<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x94.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x95.png" xlink:type="simple"/></inline-formula>of smallest possible size. Given two nonzero integers <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x96.png" xlink:type="simple"/></inline-formula> and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x97.png" xlink:type="simple"/></inline-formula>, we set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x98.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x99.png" xlink:type="simple"/></inline-formula> and we introduce on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x100.png" xlink:type="simple"/></inline-formula> a grid of step <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x101.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x100.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x102.png" xlink:type="simple"/></inline-formula> in x</p><p>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula> direction respectively. The set of points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula> such that of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x105.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x106.png" xlink:type="simple"/></inline-formula>defines the discretization of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x107.png" xlink:type="simple"/></inline-formula> into <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x108.png" xlink:type="simple"/></inline-formula> cells (rectangular subdomains). For all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x109.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x110.png" xlink:type="simple"/></inline-formula>cell</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x111.png" xlink:type="simple"/></inline-formula>occupies the spatial region <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x111.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x112.png" xlink:type="simple"/></inline-formula> and has center the point noted<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x111.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x113.png" xlink:type="simple"/></inline-formula>.</p><p>The cells of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x114.png" xlink:type="simple"/></inline-formula> are then divided into inner cell (which lie completely in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x115.png" xlink:type="simple"/></inline-formula>), external cell (which lie in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x116.png" xlink:type="simple"/></inline-formula>) and boundary cells (which lie in a part of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x114.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x117.png" xlink:type="simple"/></inline-formula>). The problem model is then solved only in the inner cells.</p><p>A matrix of size <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x118.png" xlink:type="simple"/></inline-formula> gives a description of the discretized domain. For example, consider three sets of indices<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x119.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x120.png" xlink:type="simple"/></inline-formula>et <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x121.png" xlink:type="simple"/></inline-formula> corresponding to the inner, boundary and external cells, we then admit to define the following matrix</p><disp-formula id="scirp.56161-formula376"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x122.png"  xlink:type="simple"/></disp-formula><p>the matrix to identify cell types.</p><p>The idea of this numerical treatment of general domains has been suggested by Griebel et al. in [<xref ref-type="bibr" rid="scirp.56161-ref15">15</xref>] . An example of this numerical treatment is illustrated in <xref ref-type="fig" rid="fig1">Figure 1</xref> and its matrix representative is given by the following (8).</p><disp-formula id="scirp.56161-formula377"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x123.png"  xlink:type="simple"/></disp-formula></sec><sec id="s3_2"><title>3.2. Spatial Discretization</title><p>First of all, let us give an approximation of the diffusion operator at the point <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x124.png" xlink:type="simple"/></inline-formula> which we rewrite as</p><disp-formula id="scirp.56161-formula378"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x125.png"  xlink:type="simple"/></disp-formula><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> An example of the discretization of a non rectangular domain into cells</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/3-7402687x126.png"/></fig><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x127.png" xlink:type="simple"/></inline-formula> be the approximation of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x128.png" xlink:type="simple"/></inline-formula> at the cell center<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x129.png" xlink:type="simple"/></inline-formula>. In the following we do apply a discretization that is similar to the one of Donor-cell scheme where the expression <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x130.png" xlink:type="simple"/></inline-formula> is approached by a progressive finite differences scheme and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x127.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x130.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x131.png" xlink:type="simple"/></inline-formula> by a central finite differences scheme.</p><p>Furthermore, we set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x132.png" xlink:type="simple"/></inline-formula> where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x133.png" xlink:type="simple"/></inline-formula> and we note</p><disp-formula id="scirp.56161-formula379"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x134.png"  xlink:type="simple"/></disp-formula><p>If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x135.png" xlink:type="simple"/></inline-formula> denotes the vector of components <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x136.png" xlink:type="simple"/></inline-formula> then, one can write</p><disp-formula id="scirp.56161-formula380"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x137.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x138.png" xlink:type="simple"/></inline-formula> the diagonal matrix whose diagonal is the vector <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x139.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x140.png" xlink:type="simple"/></inline-formula> denotes forward differentiation matrix the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x141.png" xlink:type="simple"/></inline-formula>-direction.</p><p>On the other hand, denoting by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x142.png" xlink:type="simple"/></inline-formula> the approached value of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x143.png" xlink:type="simple"/></inline-formula> at the cell center <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x142.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x143.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x144.png" xlink:type="simple"/></inline-formula> and</p><p>noting by</p><disp-formula id="scirp.56161-formula381"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x145.png"  xlink:type="simple"/></disp-formula><p>the vector of the value of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x146.png" xlink:type="simple"/></inline-formula> at point<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x147.png" xlink:type="simple"/></inline-formula>, it follows through the central difference scheme, the relation</p><disp-formula id="scirp.56161-formula382"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x148.png"  xlink:type="simple"/></disp-formula><p>which is written by the mean of the Equation (12) as</p><disp-formula id="scirp.56161-formula383"><label>, (13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x149.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x150.png" xlink:type="simple"/></inline-formula> denotes central differentiation matrix in the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x151.png" xlink:type="simple"/></inline-formula>-direction.</p><p>Similarly, given<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x152.png" xlink:type="simple"/></inline-formula>, the vector of the approached values of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x153.png" xlink:type="simple"/></inline-formula> at point<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x152.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x154.png" xlink:type="simple"/></inline-formula>, we obtain</p><disp-formula id="scirp.56161-formula384"><label>, (14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x155.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x156.png" xlink:type="simple"/></inline-formula> denotes forward differentiation matrix in the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x156.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x157.png" xlink:type="simple"/></inline-formula>-direction.</p><p>From Equations (13) and (14), we deduce the approximation of the operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x158.png" xlink:type="simple"/></inline-formula> at cell center<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x158.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x159.png" xlink:type="simple"/></inline-formula>, in matrix form:</p><disp-formula id="scirp.56161-formula385"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x160.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x161.png" xlink:type="simple"/></inline-formula> is the vector of value of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x162.png" xlink:type="simple"/></inline-formula> at points<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x163.png" xlink:type="simple"/></inline-formula>. Thus, we have defined, an approximation operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x164.png" xlink:type="simple"/></inline-formula> to approach the operator<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x161.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x162.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x163.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x164.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x165.png" xlink:type="simple"/></inline-formula>.</p><p>However, it should be noted that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x166.png" xlink:type="simple"/></inline-formula> is a vector dependent of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x166.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x167.png" xlink:type="simple"/></inline-formula>.</p><p>Considering lexicographic numerotation, we note by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula> the vector of the values of u in points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula> at time t. Knowing that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x170.png" xlink:type="simple"/></inline-formula> at points<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x171.png" xlink:type="simple"/></inline-formula>, and the differentiation matrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x172.png" xlink:type="simple"/></inline-formula> to approach the derivative on the set of the points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x173.png" xlink:type="simple"/></inline-formula> we can replace respectively by the matrices which are obtained by deleting the rows and columns corresponding to the indices of the points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x174.png" xlink:type="simple"/></inline-formula> of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x168.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x169.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x170.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x171.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x172.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x173.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x174.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x175.png" xlink:type="simple"/></inline-formula>.</p><p>Given the Equation (15), the discrete system approaching the problem (1)-(3) is rewritten by</p><disp-formula id="scirp.56161-formula386"><label>, (16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x176.png"  xlink:type="simple"/></disp-formula><p>where we have set</p><disp-formula id="scirp.56161-formula387"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x177.png"  xlink:type="simple"/></disp-formula><p>and where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x178.png" xlink:type="simple"/></inline-formula> is the matrix obtained of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x178.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x179.png" xlink:type="simple"/></inline-formula> by deleting the rows and columns corresponding to</p><p>the indices of the points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x180.png" xlink:type="simple"/></inline-formula> of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x181.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x182.png" xlink:type="simple"/></inline-formula> is the vector of values of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x183.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x180.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x181.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x182.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x183.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x184.png" xlink:type="simple"/></inline-formula>.</p><p>Furthermore, the initial condition is written</p><disp-formula id="scirp.56161-formula388"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x185.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x186.png" xlink:type="simple"/></inline-formula> is the vector obtained from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x187.png" xlink:type="simple"/></inline-formula> by deleting the elements corresponding to the indices of the points <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x188.png" xlink:type="simple"/></inline-formula> of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x187.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x188.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x189.png" xlink:type="simple"/></inline-formula></p></sec><sec id="s3_3"><title>3.3. Temporal Discretization</title><p>For a time step fixed<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x190.png" xlink:type="simple"/></inline-formula>, we consider the sequence <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x191.png" xlink:type="simple"/></inline-formula> defined by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x192.png" xlink:type="simple"/></inline-formula> et<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x190.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x191.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x192.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x193.png" xlink:type="simple"/></inline-formula>. Then, we</p><p>denote <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x194.png" xlink:type="simple"/></inline-formula> the approximation at time <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x195.png" xlink:type="simple"/></inline-formula> of vector <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x194.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x195.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x196.png" xlink:type="simple"/></inline-formula> solution of (16)-(17). Using the explicit Euler method, the semi-discret scheme is written</p><disp-formula id="scirp.56161-formula389"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x197.png"  xlink:type="simple"/></disp-formula><p>where we set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x198.png" xlink:type="simple"/></inline-formula>.</p><p>It should be noticed that if the time step <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x199.png" xlink:type="simple"/></inline-formula> is chosen to be little enough, and F satisfied the growth con- dition (4),</p><disp-formula id="scirp.56161-formula390"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x200.png"  xlink:type="simple"/></disp-formula><p>Thus the extinction time is obtained using simple itrations process until the stopping criterion</p><disp-formula id="scirp.56161-formula391"><label>(20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x201.png"  xlink:type="simple"/></disp-formula><p>is satisfied. Here <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x202.png" xlink:type="simple"/></inline-formula> is the given tolerance number. The sequence of computations to be performed is sum- marized as follows</p><p>Algorithm 3.1</p><p>1. Read <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x203.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x203.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x204.png" xlink:type="simple"/></inline-formula>.</p><p>2. Compute <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x205.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x206.png" xlink:type="simple"/></inline-formula>.</p><p>3. Define <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x207.png" xlink:type="simple"/></inline-formula> (rectangular) and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x208.png" xlink:type="simple"/></inline-formula> (non rectangular) such<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x209.png" xlink:type="simple"/></inline-formula>.</p><p>4. Compute the matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x210.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x210.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x211.png" xlink:type="simple"/></inline-formula>.</p><p>5. Set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x212.png" xlink:type="simple"/></inline-formula>.</p><p>6. Assign initial value to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x213.png" xlink:type="simple"/></inline-formula>.</p><p>7. Set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x214.png" xlink:type="simple"/></inline-formula>.</p><p>8. While <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x215.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x215.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x216.png" xlink:type="simple"/></inline-formula>, do.</p><p>9. Compute <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x217.png" xlink:type="simple"/></inline-formula> according to (18) .</p><p>10. Set<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x218.png" xlink:type="simple"/></inline-formula>.</p><p>11.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x219.png" xlink:type="simple"/></inline-formula>.</p><p>End while</p></sec></sec><sec id="s4"><title>4. Numerical Experiments</title><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x220.png" xlink:type="simple"/></inline-formula> be a bounded domain in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x220.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x221.png" xlink:type="simple"/></inline-formula>. Consider the initial value problem</p><disp-formula id="scirp.56161-formula392"><label>(21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x222.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56161-formula393"><label>(22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x223.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56161-formula394"><label>. (23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x224.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x225.png" xlink:type="simple"/></inline-formula> is the continuous nonnegative function in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x226.png" xlink:type="simple"/></inline-formula>, vanishing on<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x227.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x225.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x226.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x227.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x228.png" xlink:type="simple"/></inline-formula>.</p><p>Equation (21) models heat propagation in medium where the solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x229.png" xlink:type="simple"/></inline-formula> stands for temperature.</p><p>For our numerical experiments we have consider <xref ref-type="fig" rid="fig2">Figure 2</xref> to be our studied domain and we have use discretization parameters<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x230.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x230.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x231.png" xlink:type="simple"/></inline-formula>.</p><p>We would like to numerically estimate the extinction time for solutions of problem (21)-(23) with the initial condition given by</p><disp-formula id="scirp.56161-formula395"><graphic  xlink:href="http://html.scirp.org/file/3-7402687x232.png"  xlink:type="simple"/></disp-formula><p>First, for fixed accurate value<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x233.png" xlink:type="simple"/></inline-formula>, we estimate the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x234.png" xlink:type="simple"/></inline-formula>-euclidian norm of the sequence <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x235.png" xlink:type="simple"/></inline-formula> solution of the numerical scheme (18) for various values of parameters<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x233.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x234.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x235.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x236.png" xlink:type="simple"/></inline-formula>. <xref ref-type="table" rid="table1">Table 1</xref> and <xref ref-type="fig" rid="fig3">Figure 3</xref> clearly show that the approximation extinction time can be given by</p><disp-formula id="scirp.56161-formula396"><label>(24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x237.png"  xlink:type="simple"/></disp-formula><p>We can see in <xref ref-type="table" rid="table1">Table 1</xref> that this value is approximated by</p><disp-formula id="scirp.56161-formula397"><label>(25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-7402687x238.png"  xlink:type="simple"/></disp-formula><p>Also, the extinction process is illustrated by <xref ref-type="fig" rid="fig4">Figure 4</xref> where we can appreciate the numerical solution extinct in a finite time.</p></sec><sec id="s5"><title>5. Concluding Remarks</title><p>In this paper, a numerical algorithm based on Donor-cell scheme was proposed in order to compute the extinc- tion time for nonnegative solutions of some nonlinear parabolic equations on general domains. We have verified</p><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> Discretization of studied domain <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-7402687x240.png" xlink:type="simple"/></inline-formula> into cells</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/3-7402687x239.png"/></fig><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Numerical extinction time relatively to time iteration parameter n</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >n</th><th align="center" valign="middle" >13,000</th><th align="center" valign="middle" >16,000</th><th align="center" valign="middle" >21,000</th><th align="center" valign="middle" >31,000</th><th align="center" valign="middle" >61,000</th><th align="center" valign="middle" >70,000</th><th align="center" valign="middle" >100,000</th><th align="center" valign="middle" >&gt;500,000</th></tr></thead><tr><td align="center" valign="middle" >T</td><td align="center" valign="middle" >0.13</td><td align="center" valign="middle" >0.16</td><td align="center" valign="middle" >0.21</td><td align="center" valign="middle" >0.31</td><td align="center" valign="middle" >0.61</td><td align="center" valign="middle" >0.6123</td><td align="center" valign="middle" >0.6123</td><td align="center" valign="middle" >0.6123</td></tr></tbody></table></table-wrap><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Variation norm of the numerical solution</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/3-7402687x241.png"/></fig><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Extinction phenomenon of the numerical solution</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/3-7402687x242.png"/></fig><p>experimentally for a class of nonlinear parabolic equations that the numerical algorithm is efficient for comput- ing the extinction time of solutions.</p><p>In the works to come, it will be better to apply the numerical algorithm to study, for example, moving boun- dary problems and extinction problems in environment.</p></sec><sec id="s6"><title>Acknowledgements</title><p>We thank the Editor and the referee for their comments.</p></sec></body><back><ref-list><title>References</title><ref id="scirp.56161-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Kalashnikov, A.S. 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