<?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.2014.521310</article-id><article-id pub-id-type="publisher-id">AM-51993</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Computer Science&amp;Communications</subject><subject> Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  The Numerical Solution of the MRLW Equation Using the Multigrid Method
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>asser</surname><given-names>Mohamed Abo Essa</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>Ibrahim</surname><given-names>Abouefarag</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>El-Desouky</surname><given-names>Rahmo</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Mathematics Department, Faculty of Science, Mansoura University, Mansoura, Egypt</addr-line></aff><aff id="aff2"><addr-line>Mathematics Department, Faculty of Science, Suez Canal University, Ismailia, Egypt</addr-line></aff><aff id="aff1"><addr-line>Mathematics Department, Faculty of Education and Science (AL-Khurmah Branch), Taif University, Taif, KSA</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>dd_yasser@yahoo.com(AMAE)</email>;<email>iabouelfarag@hotmail.com(IA)</email>;<email>desoukyr@hotmail.com(ER)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>01</day><month>12</month><year>2014</year></pub-date><volume>05</volume><issue>21</issue><fpage>3328</fpage><lpage>3334</lpage><history><date date-type="received"><day>29</day>	<month>September</month>	<year>2014</year></date><date date-type="rev-recd"><day>25</day>	<month>October</month>	<year>2014</year>	</date><date date-type="accepted"><day>10</day>	<month>November</month>	<year>2014</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p><html>
 <head></head>
 
  In this paper, we obtained the numerical solutions of the modified regularized long-wave (MRLW) equation
  <img src="Edit_0615c976-d927-43f0-a148-1f853d79270d.bmp" alt="" />, by using the multigrid method and finite difference method. The solitary wave motion, interaction of two and three solitary waves, and development of the Maxwellian initial condition into solitary waves are studied using the proposed method. The numerical solutions are compared with the known analytical solutions. Using
  <img src="Edit_aa7b1bd8-1402-4fbf-92e7-eae511145390.bmp" alt="" />error norms and conservative properties of mass, momentum and energy, accuracy and efficiency of the mentioned method will be established through comparison with other techniques.
 
</html></p></abstract><kwd-group><kwd>Multigrid Method</kwd><kwd> Finite Difference Method</kwd><kwd> MRLW Equation</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The numerical solution of partial differential equations requires some discretization of the domain into a collection of points. A large system of equations comes out from discretization of the same partial differential equations and the optimal method for solving these problems is multigrid method, see [<xref ref-type="bibr" rid="scirp.51993-ref1">1</xref>] -[<xref ref-type="bibr" rid="scirp.51993-ref9">9</xref>] .</p><p>Consider the following one-dimensional modified regularized long-wave (MRLW) equation: equation:</p><disp-formula id="scirp.51993-formula52"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x7.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x8.png" xlink:type="simple"/></inline-formula> is the time, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x9.png" xlink:type="simple"/></inline-formula>is the space coordinate, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x10.png" xlink:type="simple"/></inline-formula>are positive constants and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x11.png" xlink:type="simple"/></inline-formula> is the wave amplitude with the physical boundary conditions <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x12.png" xlink:type="simple"/></inline-formula> as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x13.png" xlink:type="simple"/></inline-formula>. This equation was first introduced to describe the development of an undular bore by Peregrine [<xref ref-type="bibr" rid="scirp.51993-ref10">10</xref>] and later by Benjamin et al. [<xref ref-type="bibr" rid="scirp.51993-ref11">11</xref>] . Equation (1) has various applications as in physics media since it describes the phenomena with weak nonlinearity and dispersion waves, including nonlinear transverse waves in shallow water, ion-acoustic and magneto hydrodynamic waves in plasma, and phonon packets in nonlinear crystals [<xref ref-type="bibr" rid="scirp.51993-ref11">11</xref>] .</p><p>Although the analytical solutions of the MRLW equation, with a limited set of boundary and initial conditions, have been existed, many authors are recently interested in the numerical solutions of this equation. Gardner et al. [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>] introduced a collocation solution to the MRLW equation using quintic B-spline finite elements. Khalifa et al. [<xref ref-type="bibr" rid="scirp.51993-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref14">14</xref>] applied the finite difference and cubic B-spline collocation finite element method to obtain the numerical solutions of the MRLW equation. Solutions based on collocation method with quadratic B-spline finite elements and the central finite difference method for time are investigated by Raslan [<xref ref-type="bibr" rid="scirp.51993-ref15">15</xref>] . Raslan and Hassan [<xref ref-type="bibr" rid="scirp.51993-ref16">16</xref>] solved the MRLW equation by a collocation finite element method using quadratic, cubic, quartic, and quintic B-spline to obtain the numerical solutions of the single solitary wave. Ali [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>] has formulated a classical radial basis function collocation method for solving the MRLW equation. Haq et al. [<xref ref-type="bibr" rid="scirp.51993-ref18">18</xref>] have developed a numerical scheme based on quartic B-spline collocation method for the numerical solution of MRLW equation. Karakoc and Geyikli [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] solved the MRLW equation by using the Petrov-Galerkin finite element method.</p><p>An outline of this paper is as follows: we begin in Section 2 by reviewing the analytical solution of the MRLW equation. In Section 3, we derive a new numerical method based on the multigrid technique and finite difference method for obtaining the numerical solution of MRLW equation. Finally, in Section 4, we introduce the numerical results for solving the MRLW equation through some well known standard problems.</p></sec><sec id="s2"><title>2. The Analytical Solution</title><p>The exact solution of Equation (1) can be written in the form [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref14">14</xref>] :</p><disp-formula id="scirp.51993-formula53"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x14.png"  xlink:type="simple"/></disp-formula><p>which represents the motion of a single solitary wave with amplitude<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x15.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x16.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x17.png" xlink:type="simple"/></inline-formula></p><p>are arbitrary constants. The initial condition is given by</p><disp-formula id="scirp.51993-formula54"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x18.png"  xlink:type="simple"/></disp-formula><p>The conservation properties of the MRLW equation related to mass, momentum and energy are determined by following three invariants on the region<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x19.png" xlink:type="simple"/></inline-formula>:</p><disp-formula id="scirp.51993-formula55"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x20.png"  xlink:type="simple"/></disp-formula></sec><sec id="s3"><title>3. Numerical Method</title><p>The basic idea of multigrid techniques is illustrated by Brandt [<xref ref-type="bibr" rid="scirp.51993-ref1">1</xref>] . In this section we apply this method for initial boundary value problem, except that, the upper boundary conditions change with time, in which the initial condition is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula> for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula>. Dividing the interval of time to K parts, we obtain the solutions of the partial differential equation at time t<sub>1</sub> and use these solutions as initial values for the next level<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula>, and for the other, we obtain the solutions at time<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula>. The numbers of points in a coarse grid for this domain are two points. We apply the full multigrid algorithm for the MRLW equation. Assuming the initial condition <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula> and the solution<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x26.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x27.png" xlink:type="simple"/></inline-formula>has the usual partition with a space step size <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x28.png" xlink:type="simple"/></inline-formula> and a time step size <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x29.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x30.png" xlink:type="simple"/></inline-formula>. We start handling the non-linear term <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x23.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x29.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x31.png" xlink:type="simple"/></inline-formula> by ex-</p><p>pressing in the form<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x32.png" xlink:type="simple"/></inline-formula>. The back-time and centre-space difference for Equation (1) is</p><disp-formula id="scirp.51993-formula56"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x33.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x34.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x35.png" xlink:type="simple"/></inline-formula>for a set grids <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x34.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x35.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x36.png" xlink:type="simple"/></inline-formula></p><p>Step 1: <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x37.png" xlink:type="simple"/></inline-formula></p><p>Step 2: Starting from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x38.png" xlink:type="simple"/></inline-formula> in the coarse grid, we can calculate the approximate value <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x39.png" xlink:type="simple"/></inline-formula> at two points using Equation (5) leading to:</p><disp-formula id="scirp.51993-formula57"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x40.png"  xlink:type="simple"/></disp-formula><p>The right hand side for the last equation can be computed using the initial and boundary conditions.</p><p>Step 3: Interpolating the grid functions from the coarse grid to fine grid using linear interpolation<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x41.png" xlink:type="simple"/></inline-formula>, in which</p><disp-formula id="scirp.51993-formula58"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x42.png"  xlink:type="simple"/></disp-formula><p>that can be written explicitly as:</p><disp-formula id="scirp.51993-formula59"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x43.png"  xlink:type="simple"/></disp-formula><p>Step 4: Doing relaxation sweep on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x44.png" xlink:type="simple"/></inline-formula> using the point relaxation</p><disp-formula id="scirp.51993-formula60"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x45.png"  xlink:type="simple"/></disp-formula><p>Step 5: Computing the residuals <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x46.png" xlink:type="simple"/></inline-formula> on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x47.png" xlink:type="simple"/></inline-formula> and inject them into <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x48.png" xlink:type="simple"/></inline-formula> using full weighting restriction <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x49.png" xlink:type="simple"/></inline-formula> to get <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x50.png" xlink:type="simple"/></inline-formula> as:</p><disp-formula id="scirp.51993-formula61"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x51.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.51993-formula62"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x52.png"  xlink:type="simple"/></disp-formula><p>Step 6: Computing an approximate solution of error<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x53.png" xlink:type="simple"/></inline-formula>.</p><p>Step 7: Interpolating the solution of error <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x54.png" xlink:type="simple"/></inline-formula> onto<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x55.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x56.png" xlink:type="simple"/></inline-formula>and adding it to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x57.png" xlink:type="simple"/></inline-formula> which is the approximate value of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x57.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x58.png" xlink:type="simple"/></inline-formula> on the fine grid with<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x57.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x59.png" xlink:type="simple"/></inline-formula>.</p><p>By taking this solution on coarse grid and repeating steps 3 - 7, we obtain the approximate values of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x60.png" xlink:type="simple"/></inline-formula> on the grid with <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x61.png" xlink:type="simple"/></inline-formula> and so <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x62.png" xlink:type="simple"/></inline-formula> the final value is the solution at the time level<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x63.png" xlink:type="simple"/></inline-formula>.</p><p>Step 8:<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x64.png" xlink:type="simple"/></inline-formula>, go to step 2 (lead to the solution at higher time level as needed).</p></sec><sec id="s4"><title>4. Numerical Results</title><p>In this section, numerical solutions of MRLW equation are obtained for standard problems as: the motion of single solitary wave, interaction of two and three solitary waves and development of Maxwellian initial condition into solitary waves. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x65.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x66.png" xlink:type="simple"/></inline-formula> error norms are used to show how good the numerical results in comparison with the exact results.</p><sec id="s4_1"><title>4.1. The Motion of Single Solitary Wave</title><p>Consider equation (1) with boundary conditions</p><disp-formula id="scirp.51993-formula63"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x67.png"  xlink:type="simple"/></disp-formula><p>and the initial condition (4).</p><p>The analytical values of the invariants of this problem can be found as [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>] :</p><disp-formula id="scirp.51993-formula64"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x68.png"  xlink:type="simple"/></disp-formula><p>For a comparison with earlier studies [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] we take the parameters <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula> over the interval [0, 100]. To find the error norms<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula>and the numerical invariants <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x75.png" xlink:type="simple"/></inline-formula> at various times we use the numerical solutions by applying the multigrid method up to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x76.png" xlink:type="simple"/></inline-formula>. As reported in <xref ref-type="table" rid="table1">Table 1</xref>, the error norms<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x77.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x78.png" xlink:type="simple"/></inline-formula>are found to be small enough, and the computed values of invariants are in good agreement with their analytical values <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x79.png" xlink:type="simple"/></inline-formula> <xref ref-type="table" rid="table2">Table 2</xref> shows a comparison of the values of the invariants and error norms obtained by the present method with those obtained by other methods [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] . It is clearly seen from <xref ref-type="table" rid="table2">Table 2</xref> that the error norms obtained by the present method are smaller than the other methods.</p></sec><sec id="s4_2"><title>4.2. Interaction of Two Solitary Waves</title><p>Consider the interaction of two separated solitary waves having different amplitudes and travelling in the same direction as a second problem. For this problem, the initial condition is given by:</p><disp-formula id="scirp.51993-formula65"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x81.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x82.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x83.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x86.png" xlink:type="simple"/></inline-formula> are arbitrary constants.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Invariants and error norms for single solitary wave when<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x87.png" xlink:type="simple"/></inline-formula></title></caption><table><tbody><thead><tr><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x88.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x89.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x90.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x91.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x92.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x93.png" xlink:type="simple"/></inline-formula></th></tr></thead><tr><td align="center" valign="middle" >0</td><td align="center" valign="middle" >4.442882932</td><td align="center" valign="middle" >3.299703879</td><td align="center" valign="middle" >1.414341330</td><td align="center" valign="middle" >0.000000000</td><td align="center" valign="middle" >0.000000</td></tr><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >4.442882973</td><td align="center" valign="middle" >3.299730717</td><td align="center" valign="middle" >1.414368263</td><td align="center" valign="middle" >2.971968997</td><td align="center" valign="middle" >1.685964</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >4.442882949</td><td align="center" valign="middle" >3.299730715</td><td align="center" valign="middle" >1.414368247</td><td align="center" valign="middle" >2.971975650</td><td align="center" valign="middle" >1.680891</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >4.442882955</td><td align="center" valign="middle" >3.299730689</td><td align="center" valign="middle" >1.414368233</td><td align="center" valign="middle" >2.971979150</td><td align="center" valign="middle" >1.687715</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >4.442882979</td><td align="center" valign="middle" >3.299730715</td><td align="center" valign="middle" >1.414368264</td><td align="center" valign="middle" >2.971987783</td><td align="center" valign="middle" >1.689784</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >4.442882963</td><td align="center" valign="middle" >3.299730703</td><td align="center" valign="middle" >1.414368245</td><td align="center" valign="middle" >2.971953900</td><td align="center" valign="middle" >1.686949</td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >4.442882973</td><td align="center" valign="middle" >3.299730707</td><td align="center" valign="middle" >1.414368249</td><td align="center" valign="middle" >2.971968915</td><td align="center" valign="middle" >1.679297</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >4.442882961</td><td align="center" valign="middle" >3.299730688</td><td align="center" valign="middle" >1.414368229</td><td align="center" valign="middle" >2.971988844</td><td align="center" valign="middle" >1.686899</td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >4.442882973</td><td align="center" valign="middle" >3.299730715</td><td align="center" valign="middle" >1.414368258</td><td align="center" valign="middle" >2.971957839</td><td align="center" valign="middle" >1.689770</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >4.442882975</td><td align="center" valign="middle" >3.299730701</td><td align="center" valign="middle" >1.414368235</td><td align="center" valign="middle" >2.971927885</td><td align="center" valign="middle" >1.687768</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >4.442882953</td><td align="center" valign="middle" >3.299730705</td><td align="center" valign="middle" >1.414368244</td><td align="center" valign="middle" >2.972006686</td><td align="center" valign="middle" >1.680656</td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Comparison of errors and invariants for single solitary wave when <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x94.png" xlink:type="simple"/></inline-formula> at<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x95.png" xlink:type="simple"/></inline-formula></title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Method</th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x96.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x97.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x98.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x99.png" xlink:type="simple"/></inline-formula></th><th align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x100.png" xlink:type="simple"/></inline-formula></th></tr></thead><tr><td align="center" valign="middle" >Analytical</td><td align="center" valign="middle" >4.4428829</td><td align="center" valign="middle" >3.2998316</td><td align="center" valign="middle" >1.4142135</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td></tr><tr><td align="center" valign="middle" >Present</td><td align="center" valign="middle" >4.4428829</td><td align="center" valign="middle" >3.2997307</td><td align="center" valign="middle" >1.4143682</td><td align="center" valign="middle" >0.297201</td><td align="center" valign="middle" >0.1680656</td></tr><tr><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>]</td><td align="center" valign="middle" >4.4431758</td><td align="center" valign="middle" >3.3003023</td><td align="center" valign="middle" >1.4146927</td><td align="center" valign="middle" >2.41552</td><td align="center" valign="middle" >1.07974</td></tr><tr><td align="center" valign="middle" >Cubic B-splines coll-CN [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>]</td><td align="center" valign="middle" >4.442</td><td align="center" valign="middle" >3.299</td><td align="center" valign="middle" >1.413</td><td align="center" valign="middle" >16.39</td><td align="center" valign="middle" >9.24</td></tr><tr><td align="center" valign="middle" >Cubic B-splines coll+PA-CN [<xref ref-type="bibr" rid="scirp.51993-ref12">12</xref>]</td><td align="center" valign="middle" >4.440</td><td align="center" valign="middle" >3.296</td><td align="center" valign="middle" >1.411</td><td align="center" valign="middle" >20.3</td><td align="center" valign="middle" >11.2</td></tr><tr><td align="center" valign="middle" >Cubic B-splines coll [<xref ref-type="bibr" rid="scirp.51993-ref13">13</xref>]</td><td align="center" valign="middle" >4.44288</td><td align="center" valign="middle" >3.29983</td><td align="center" valign="middle" >1.41420</td><td align="center" valign="middle" >9.30196</td><td align="center" valign="middle" >5.43718</td></tr><tr><td align="center" valign="middle" >MQ [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>]</td><td align="center" valign="middle" >4.4428829</td><td align="center" valign="middle" >3.29978</td><td align="center" valign="middle" >1.414163</td><td align="center" valign="middle" >3.914</td><td align="center" valign="middle" >2.019</td></tr><tr><td align="center" valign="middle" >IMQ [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>]</td><td align="center" valign="middle" >4.4428611</td><td align="center" valign="middle" >3.29978</td><td align="center" valign="middle" >1.414163</td><td align="center" valign="middle" >3.914</td><td align="center" valign="middle" >2.019</td></tr><tr><td align="center" valign="middle" >IQ [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>]</td><td align="center" valign="middle" >4.4428794</td><td align="center" valign="middle" >3.29978</td><td align="center" valign="middle" >1.414163</td><td align="center" valign="middle" >3.914</td><td align="center" valign="middle" >2.019</td></tr><tr><td align="center" valign="middle" >GA [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>]</td><td align="center" valign="middle" >4.4428829</td><td align="center" valign="middle" >3.29978</td><td align="center" valign="middle" >1.414163</td><td align="center" valign="middle" >3.914</td><td align="center" valign="middle" >2.019</td></tr><tr><td align="center" valign="middle" >TPS [<xref ref-type="bibr" rid="scirp.51993-ref17">17</xref>]</td><td align="center" valign="middle" >4.4428821</td><td align="center" valign="middle" >3.29972</td><td align="center" valign="middle" >1.414104</td><td align="center" valign="middle" >4.428</td><td align="center" valign="middle" >2.306</td></tr></tbody></table></table-wrap><p>For the computational discussion, we use parameters <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x103.png" xlink:type="simple"/></inline-formula> over the rang <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x104.png" xlink:type="simple"/></inline-formula> to coincide with those used by [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] . The experiment is run from <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x105.png" xlink:type="simple"/></inline-formula> to <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x106.png" xlink:type="simple"/></inline-formula> and values of the invariant quantities <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x107.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x102.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x108.png" xlink:type="simple"/></inline-formula> are listed in <xref ref-type="table" rid="table3">Table 3</xref>.</p><p><xref ref-type="table" rid="table3">Table 3</xref> shows a comparison of the values of the invariants obtained by present method with those obtained in [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] . It is seen that the numerical values of the invariants remain almost constant during the computer run.</p></sec><sec id="s4_3"><title>4.3. Interaction of Three Solitary Waves</title><p>In this section, the behavior of the interaction of three solitary waves having different amplitudes and travelling in the same direction was studied. So, we consider Equation (1) with the initial condition given by the linear sum of three well-separated solitary waves of different amplitudes:</p><disp-formula id="scirp.51993-formula66"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x109.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x110.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x111.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x110.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x112.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x111.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x114.png" xlink:type="simple"/></inline-formula> are arbitrary constants.</p><p>For the computational work, we used parameters <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x116.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x117.png" xlink:type="simple"/></inline-formula> over the rang<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x118.png" xlink:type="simple"/></inline-formula>. The experiment is run up to time <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x119.png" xlink:type="simple"/></inline-formula> and numerical values of the invariant quantities <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x120.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x115.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x121.png" xlink:type="simple"/></inline-formula> are displayed in <xref ref-type="table" rid="table4">Table 4</xref>.</p><p><xref ref-type="table" rid="table4">Table 4</xref> shows a comparison of the values of the invariants obtained by the present method with those obtained in [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] . It is seen that the numerical values of the invariants remain almost constant during the computer run.</p></sec><sec id="s4_4"><title>4.4. The Maxwellian Initial Condition</title><p>Finally, the development of the Maxwellian initial condition:</p><disp-formula id="scirp.51993-formula67"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/4-7402509x122.png"  xlink:type="simple"/></disp-formula><p>into a train of solitary waves is discussed. It is known that the behavior of the solution with the Maxwellian condition (16) depends on the values of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x123.png" xlink:type="simple"/></inline-formula>. So, we study each of two cases: <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x124.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x125.png" xlink:type="simple"/></inline-formula></p><p><xref ref-type="table" rid="table5">Table 5</xref> contains the obtained numerical values of the invariants and a comparison of the values of the invariants obtained by present method with those obtained in [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] .</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Comparison of invariants for the interaction of two solitary waves with results from [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] when <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x126.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x127.png" xlink:type="simple"/></inline-formula></title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle"  colspan="3"  >Present method</th><th align="center" valign="middle"  colspan="3"  >[<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>]</th></tr></thead><tr><td align="center" valign="middle" >T</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x128.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x129.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x130.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x131.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x132.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x133.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >0</td><td align="center" valign="middle" >6.34543</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td><td align="center" valign="middle" >6.34543</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td></tr><tr><td align="center" valign="middle" >0.2</td><td align="center" valign="middle" >6.34540</td><td align="center" valign="middle" >0.592805</td><td align="center" valign="middle" >0.0054848</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td></tr><tr><td align="center" valign="middle" >0.4</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592884</td><td align="center" valign="middle" >0.0054841</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td></tr><tr><td align="center" valign="middle" >0.6</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592863</td><td align="center" valign="middle" >0.0054835</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td></tr><tr><td align="center" valign="middle" >0.8</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592843</td><td align="center" valign="middle" >0.0054828</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td></tr><tr><td align="center" valign="middle" >1.0</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592822</td><td align="center" valign="middle" >0.0054821</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054854</td></tr><tr><td align="center" valign="middle" >1.2</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592801</td><td align="center" valign="middle" >0.0054815</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592826</td><td align="center" valign="middle" >0.0054853</td></tr><tr><td align="center" valign="middle" >1.4</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592880</td><td align="center" valign="middle" >0.0054808</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592827</td><td align="center" valign="middle" >0.0054851</td></tr><tr><td align="center" valign="middle" >1.6</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592860</td><td align="center" valign="middle" >0.0054802</td><td align="center" valign="middle" >6.34541</td><td align="center" valign="middle" >0.592828</td><td align="center" valign="middle" >0.0054841</td></tr><tr><td align="center" valign="middle" >1.8</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592839</td><td align="center" valign="middle" >0.0054895</td><td align="center" valign="middle" >6.34540</td><td align="center" valign="middle" >0.592830</td><td align="center" valign="middle" >0.0054814</td></tr><tr><td align="center" valign="middle" >2.0</td><td align="center" valign="middle" >6.34542</td><td align="center" valign="middle" >0.592818</td><td align="center" valign="middle" >0.0054889</td><td align="center" valign="middle" >6.34540</td><td align="center" valign="middle" >0.592832</td><td align="center" valign="middle" >0.0054796</td></tr></tbody></table></table-wrap><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Comparison of invariants for the interaction of three solitary waves with results from [<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>] when <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x134.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x135.png" xlink:type="simple"/></inline-formula></title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle"  colspan="3"  >Present method</th><th align="center" valign="middle"  colspan="3"  >[<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>]</th></tr></thead><tr><td align="center" valign="middle" >t</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x136.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x137.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x138.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x139.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x140.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x141.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >0</td><td align="center" valign="middle" >9.51777</td><td align="center" valign="middle" >0.9041368</td><td align="center" valign="middle" >0.0078632</td><td align="center" valign="middle" >9.51777</td><td align="center" valign="middle" >0.9041368</td><td align="center" valign="middle" >0.0078632</td></tr><tr><td align="center" valign="middle" >0.1</td><td align="center" valign="middle" >9.51776</td><td align="center" valign="middle" >0.9041371</td><td align="center" valign="middle" >0.0078632</td><td align="center" valign="middle" >9.51766</td><td align="center" valign="middle" >0.9041370</td><td align="center" valign="middle" >0.0078630</td></tr><tr><td align="center" valign="middle" >0.2</td><td align="center" valign="middle" >9.51776</td><td align="center" valign="middle" >0.9041372</td><td align="center" valign="middle" >0.0078632</td><td align="center" valign="middle" >9.51766</td><td align="center" valign="middle" >0.9041370</td><td align="center" valign="middle" >0.0078631</td></tr><tr><td align="center" valign="middle" >0.3</td><td align="center" valign="middle" >9.51776</td><td align="center" valign="middle" >0.9041372</td><td align="center" valign="middle" >0.0078631</td><td align="center" valign="middle" >9.51767</td><td align="center" valign="middle" >0.9041369</td><td align="center" valign="middle" >0.0078631</td></tr><tr><td align="center" valign="middle" >0.4</td><td align="center" valign="middle" >9.51775</td><td align="center" valign="middle" >0.9041372</td><td align="center" valign="middle" >0.0078631</td><td align="center" valign="middle" >9.51767</td><td align="center" valign="middle" >0.9041369</td><td align="center" valign="middle" >0.0078631</td></tr><tr><td align="center" valign="middle" >0.5</td><td align="center" valign="middle" >9.51775</td><td align="center" valign="middle" >0.9041372</td><td align="center" valign="middle" >0.0078631</td><td align="center" valign="middle" >9.51768</td><td align="center" valign="middle" >0.9041369</td><td align="center" valign="middle" >0.0078631</td></tr><tr><td align="center" valign="middle" >0.6</td><td align="center" valign="middle" >9.51775</td><td align="center" valign="middle" >0.9041371</td><td align="center" valign="middle" >0.0078631</td><td align="center" valign="middle" >9.51768</td><td align="center" valign="middle" >0.9041369</td><td align="center" valign="middle" >0.0078632</td></tr><tr><td align="center" valign="middle" >0.7</td><td align="center" valign="middle" >9.51775</td><td align="center" valign="middle" >0.9041371</td><td align="center" valign="middle" >0.0078631</td><td align="center" valign="middle" >9.51768</td><td align="center" valign="middle" >0.9041368</td><td align="center" valign="middle" >0.0078632</td></tr><tr><td align="center" valign="middle" >0.8</td><td align="center" valign="middle" >9.51774</td><td align="center" valign="middle" >0.9041371</td><td align="center" valign="middle" >0.0078630</td><td align="center" valign="middle" >9.51768</td><td align="center" valign="middle" >0.9041369</td><td align="center" valign="middle" >0.0078632</td></tr><tr><td align="center" valign="middle" >0.9</td><td align="center" valign="middle" >9.51774</td><td align="center" valign="middle" >0.9041371</td><td align="center" valign="middle" >0.0078630</td><td align="center" valign="middle" >9.51768</td><td align="center" valign="middle" >0.9041372</td><td align="center" valign="middle" >0.0078628</td></tr><tr><td align="center" valign="middle" >1.0</td><td align="center" valign="middle" >9.51774</td><td align="center" valign="middle" >0.9041373</td><td align="center" valign="middle" >0.0078630</td><td align="center" valign="middle" >9.51768</td><td align="center" valign="middle" >0.9041384</td><td align="center" valign="middle" >0.0078616</td></tr></tbody></table></table-wrap><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Invariants of MRLW equation using the Maxwellian condition</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle"  colspan="3"  >Present method</th><th align="center" valign="middle"  colspan="3"  >[<xref ref-type="bibr" rid="scirp.51993-ref19">19</xref>]</th></tr></thead><tr><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x142.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" >t</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x143.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x144.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x145.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x146.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x147.png" xlink:type="simple"/></inline-formula></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x148.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle"  rowspan="3"  >0.015</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.27212</td><td align="center" valign="middle" >0.867431</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.27212</td><td align="center" valign="middle" >0.867430</td></tr><tr><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.27210</td><td align="center" valign="middle" >0.867429</td><td align="center" valign="middle" >1.77246</td><td align="center" valign="middle" >1.27207</td><td align="center" valign="middle" >0.867341</td></tr><tr><td align="center" valign="middle" >0.05</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.27209</td><td align="center" valign="middle" >0.867427</td><td align="center" valign="middle" >1.77243</td><td align="center" valign="middle" >1.27296</td><td align="center" valign="middle" >0.867156</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >0.004</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.25833</td><td align="center" valign="middle" >0.881213</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.25833</td><td align="center" valign="middle" >0.881212</td></tr><tr><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.25831</td><td align="center" valign="middle" >0.881210</td><td align="center" valign="middle" >1.77246</td><td align="center" valign="middle" >1.25827</td><td align="center" valign="middle" >0.881091</td></tr><tr><td align="center" valign="middle" >0.05</td><td align="center" valign="middle" >1.77247</td><td align="center" valign="middle" >1.25828</td><td align="center" valign="middle" >0.881209</td><td align="center" valign="middle" >1.77246</td><td align="center" valign="middle" >1.25819</td><td align="center" valign="middle" >0.880750</td></tr></tbody></table></table-wrap></sec></sec><sec id="s5"><title>5. Conclusion</title><p>In this work we extended the use of multigrid technique to initial boundary value problems, namely the MRLW problem. We tested our scheme through single solitary wave in which the analytic solution is known. Our scheme was extended to study the interaction of two and three solitary waves and Maxwellian initial condition where the analytic solutions are unknown during the interaction. The performance and accuracy of the method were shown by calculating the error norms<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x149.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/4-7402509x150.png" xlink:type="simple"/></inline-formula>and conservative properties of mass, momentum and energy. 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