<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">IJMNTA</journal-id><journal-title-group><journal-title>International Journal of Modern Nonlinear Theory and Application</journal-title></journal-title-group><issn pub-type="epub">2167-9479</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ijmnta.2016.54022</article-id><article-id pub-id-type="publisher-id">IJMNTA-72790</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Solution of Nonlinear Integro Differential Equations by Two-Step Adomian Decomposition Method (TSAM)
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Maryam</surname><given-names>Al-Mazmumy</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>Safa</surname><given-names>O. Almuhalbedi</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Mathematics, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia</addr-line></aff><aff id="aff1"><addr-line>Department of Mathematics, Faculty of Science-Al Faisaliah Campus, King Abdulaziz University, Jeddah, Saudi Arabia</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>sss-2011-s@hotmail.com(MA)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>10</day><month>11</month><year>2016</year></pub-date><volume>05</volume><issue>04</issue><fpage>248</fpage><lpage>255</lpage><history><date date-type="received"><day>November</day>	<month>4,</month>	<year>2016</year></date><date date-type="rev-recd"><day>Accepted:</day>	<month>December</month>	<year>13,</year>	</date><date date-type="accepted"><day>December</day>	<month>16,</month>	<year>2016</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The Adomian decomposition method (ADM) can be used to solve a wide range of problems and usually gets the solution in a series form. In this paper, we propose two-step Adomian Decomposition Method (TSAM) for nonlinear integro-differential equations that will facilitate the calculations. In this modification, compared to the standard Adomian decomposition method, the size of calculations was reduced. This modification also avoids computing Adomian polynomials. Numerical results are given to show the efficiency and performance of this method.
 
</p></abstract><kwd-group><kwd>Adomian Decomposition Method</kwd><kwd> Nonlinear Volterraintegro-Differential Equations</kwd><kwd> Nonlinear Fredholmintegro-Differential Equations</kwd><kwd> Two-Step</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In 1999, Wazwaz [<xref ref-type="bibr" rid="scirp.72790-ref1">1</xref>] presented a powerful modification to the “Adomian Decomposition Method” (ADM) that accelerated the rapid convergence of the series solution as compared with the standard Adomian method [<xref ref-type="bibr" rid="scirp.72790-ref2">2</xref>] . The modified technique has been shown to be computationally efficient while applied to several important differential and integral equations in the research. In all cases of applied fields, excellent performance is obtained that may lead to a widespread application in many applied sciences. In addition, the modified technique may give the exact solution for nonlinear equation without any need of the so-called Adomian polynomials [<xref ref-type="bibr" rid="scirp.72790-ref3">3</xref>] .</p><p>In spite of the fact that the “Modified Decomposition Method” of wazwaz has shown to be computationally efficient in some applications, the criterion of separating the function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x2.png" xlink:type="simple"/></inline-formula> into two appropriate parts <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x3.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x4.png" xlink:type="simple"/></inline-formula>, and when the function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x5.png" xlink:type="simple"/></inline-formula> includes only one term, this case remains unsolved. Furthermore, the “Modified Decomposition Method” does not always minimize the required size of calculations, and often needs more computation than the common Adomian method. In 2005, X.G. Luo [<xref ref-type="bibr" rid="scirp.72790-ref4">4</xref>] proposed the “Two-Step Adomian Decomposition Method” (TSADM) as a modification to the common “Adomian Decomposition Method”. The TSADM may provide the solution by using a single iteration only and reduces the quantity of computation compared with the common “Adomian Decomposition Method” and the modified method. The two-Step decomposition method perhaps also produces the exact solution without any requirement of the polynomials of Adomian. In 2006, X.G. Lou et al. [<xref ref-type="bibr" rid="scirp.72790-ref5">5</xref>] showed by experimentation that the TSADM extended to solve systems of inhomogeneous equations. Several researchers applied this modification for solving a huge class of problems, such as: in 2008, D.N. Khan, et al. [<xref ref-type="bibr" rid="scirp.72790-ref6">6</xref>] used the TSADM to solve the heat equation, in 2015, M. Al-Mazmumy, et al. [<xref ref-type="bibr" rid="scirp.72790-ref7">7</xref>] used this modification for nonlinear partial differential equation and in 2013, H. O. Bakodah [<xref ref-type="bibr" rid="scirp.72790-ref8">8</xref>] used the TSADM for solving the nonlinear Abel’s Integral equation. In this paper, we use the (TSADM) to obtain the solutions of the integro-differential equations and the system of integro differential equations. Wide classes of nonlinear integro-differential equations, both Volterra as well as Fredholm, can be solved by the (TSADM).This paper is organized as follows. In Section 2, it is shown the principles of the standard Adomian method and the analysis of the proposed method is given. In Section 3, a comparative study between TSADM and previous methods is illustrated with the help of several examples. Concluding remarks follow in Section 4.</p></sec><sec id="s2"><title>2. Description of the Method (TSADM)</title><p>We consider the Integro-differentil equation of the form</p><disp-formula id="scirp.72790-formula74"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x6.png"  xlink:type="simple"/></disp-formula><p>with initial condotions <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x7.png" xlink:type="simple"/></inline-formula></p><p>Where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x8.png" xlink:type="simple"/></inline-formula> is the second derivative of the unknown function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x9.png" xlink:type="simple"/></inline-formula> that</p><p>will be determined, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x10.png" xlink:type="simple"/></inline-formula>are the kernels of the integro differential equations, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x11.png" xlink:type="simple"/></inline-formula>are an analytic function, a and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x12.png" xlink:type="simple"/></inline-formula> are the limits of integration may be both constants or mixed. And <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x13.png" xlink:type="simple"/></inline-formula> are linear and nonlinear term, respectively.</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x14.png" xlink:type="simple"/></inline-formula>, so<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x15.png" xlink:type="simple"/></inline-formula>, applying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x16.png" xlink:type="simple"/></inline-formula> to both sides of (1), and using</p><p>initial conditions, we obtain</p><disp-formula id="scirp.72790-formula75"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x17.png"  xlink:type="simple"/></disp-formula><p>For nonlinear equations, the nonlinear operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x18.png" xlink:type="simple"/></inline-formula> is usually represented by an infinite series of the Adomian polynomials</p><disp-formula id="scirp.72790-formula76"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x19.png"  xlink:type="simple"/></disp-formula><p>The standard Adomian method defines the solution <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x20.png" xlink:type="simple"/></inline-formula> by the series</p><disp-formula id="scirp.72790-formula77"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x21.png"  xlink:type="simple"/></disp-formula><p>where the components <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x22.png" xlink:type="simple"/></inline-formula> are usually determined recursively by:</p><disp-formula id="scirp.72790-formula78"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x23.png"  xlink:type="simple"/></disp-formula><p>The main ideas of the proposed “Two-Step Adomian Decomposition Method” are:</p><p>(1) Applying the inverse operator <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x24.png" xlink:type="simple"/></inline-formula> to<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x25.png" xlink:type="simple"/></inline-formula>, and using the given conditions it is obtained:</p><disp-formula id="scirp.72790-formula79"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x26.png"  xlink:type="simple"/></disp-formula><p>where the function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x27.png" xlink:type="simple"/></inline-formula> represents the terms arising from using the given conditions. To achieve the objectives of this method, it is set:</p><disp-formula id="scirp.72790-formula80"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x28.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x29.png" xlink:type="simple"/></inline-formula> are the terms arising from integrating f and from using the given conditions. Based on this, the function u<sub>o</sub> is defined as:</p><disp-formula id="scirp.72790-formula81"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x30.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x31.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x32.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x33.png" xlink:type="simple"/></inline-formula>. Then, by substitution, verify that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x34.png" xlink:type="simple"/></inline-formula> satisfies the integro differential equation (1) and the given conditions. Once the exact solution is obtained, the process is ended, otherwise, go to the following step two.</p><p>(2) We set <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x35.png" xlink:type="simple"/></inline-formula> and continue with the standard Adomian recursive relation</p><disp-formula id="scirp.72790-formula82"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x36.png"  xlink:type="simple"/></disp-formula><p>Compared to the common “Adomian Decomposition Method” and the “Modified Decomposition Method”, it is clear that the “Two-Step Decomposition Method” may produce the solution by using only one iteration. It is worthy to note that the Procedure of verification in the first step can be larg effective in many cases. This can be note through the following examples. Further, the “Two-Step Decomposition Method” avoids the difficulties arising in the modified method. Also the number of the terms in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x37.png" xlink:type="simple"/></inline-formula>, namely<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x38.png" xlink:type="simple"/></inline-formula>, is small in many practical problems.</p></sec><sec id="s3"><title>3. Computational Results and Analysis</title><p>Example 1</p><p>Consider nonlinear Volterraintegro-differential equation [<xref ref-type="bibr" rid="scirp.72790-ref9">9</xref>]</p><disp-formula id="scirp.72790-formula83"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x39.png"  xlink:type="simple"/></disp-formula><p>With the exact solution is<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x40.png" xlink:type="simple"/></inline-formula>. Applying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x41.png" xlink:type="simple"/></inline-formula> in both sides given,</p><disp-formula id="scirp.72790-formula84"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x42.png"  xlink:type="simple"/></disp-formula><p>The modified decomposition method: Using the modified recursive relation (10), and by selecting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x43.png" xlink:type="simple"/></inline-formula> we obtain</p><disp-formula id="scirp.72790-formula85"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x44.png"  xlink:type="simple"/></disp-formula><p>In view of (12), the exact solution is given by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x45.png" xlink:type="simple"/></inline-formula>.</p><p>It is to be noted that if we select<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x46.png" xlink:type="simple"/></inline-formula>, the same size of com-</p><p>putational work required compared to the standard Adomian method.</p><p>The (TSADM), using the scheme (7) gives</p><disp-formula id="scirp.72790-formula86"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x47.png"  xlink:type="simple"/></disp-formula><p>By selecting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x48.png" xlink:type="simple"/></inline-formula> and by verifying that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x49.png" xlink:type="simple"/></inline-formula> justifies equation (10) and the given initial condition, the same solution is obtained immediately <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x50.png" xlink:type="simple"/></inline-formula></p><p>However, we use the standard Adomian method to find:</p><disp-formula id="scirp.72790-formula87"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x51.png"  xlink:type="simple"/></disp-formula><p>In view of (14), the modified method also requires a huge size of computational work to obtain few terms of the series. Moreover, the same as the standard Adomian decomposition method, the modified method requires the use of the Adomian polynomials for nonlinear models. However, using the two-step Adomian decomposition method, there is no need to use the Adomian polynomials.</p><p>Example 2</p><p>Consider nonlinear Fredholmintegro-differential equation</p><disp-formula id="scirp.72790-formula88"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x52.png"  xlink:type="simple"/></disp-formula><p>With the exact solution is<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x53.png" xlink:type="simple"/></inline-formula>.</p><p>Applying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x54.png" xlink:type="simple"/></inline-formula> in both sides given,</p><disp-formula id="scirp.72790-formula89"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x55.png"  xlink:type="simple"/></disp-formula><p>The modified decomposition method: Using the modified recursive relation (15), and by selecting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x56.png" xlink:type="simple"/></inline-formula> we obtain</p><disp-formula id="scirp.72790-formula90"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x57.png"  xlink:type="simple"/></disp-formula><p>In view of (17), the exact solution is given by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x58.png" xlink:type="simple"/></inline-formula>.</p><p>It is to be noted that if we select<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x59.png" xlink:type="simple"/></inline-formula>, the same size of computational</p><p>work required compared to the standard Adomian method.</p><p>The (TSADM), using the scheme (7) gives</p><disp-formula id="scirp.72790-formula91"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x60.png"  xlink:type="simple"/></disp-formula><p>By selecting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x61.png" xlink:type="simple"/></inline-formula> and by verifying that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x62.png" xlink:type="simple"/></inline-formula> justifies equation (15) and the given initial condition, the same solution is obtained immediately <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x63.png" xlink:type="simple"/></inline-formula></p><p>However, we use the standard Adomian method to find:</p><disp-formula id="scirp.72790-formula92"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x64.png"  xlink:type="simple"/></disp-formula><p>In view of (19), the modified method also requires a huge size of computational work to obtain few terms of the series. Moreover, the same as the standard Adomian decomposition method, the modified method requires the use of the Adomian polynomials for nonlinear models. However, using the two-step Adomian decomposition method, there is no need to use the Adomian polynomials.</p><p>Example 3</p><p>Consider the system of nonlinear Volterraintegro differential equation [<xref ref-type="bibr" rid="scirp.72790-ref10">10</xref>]</p><disp-formula id="scirp.72790-formula93"><label>(20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x65.png"  xlink:type="simple"/></disp-formula><p>With the exact solution are<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x66.png" xlink:type="simple"/></inline-formula>.</p><p>Applying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x67.png" xlink:type="simple"/></inline-formula> of both sides gives</p><disp-formula id="scirp.72790-formula94"><label>(21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x68.png"  xlink:type="simple"/></disp-formula><p>The modified decomposition method: Using the modified recursive relation (20), and by selecting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x69.png" xlink:type="simple"/></inline-formula> we obtain</p><disp-formula id="scirp.72790-formula95"><label>(22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x70.png"  xlink:type="simple"/></disp-formula><p>In view of (22), the exact solution is given by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x71.png" xlink:type="simple"/></inline-formula></p><p>It is to be noted that if we select <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x72.png" xlink:type="simple"/></inline-formula>, the same size of computational work required compared to the standard Adomian method.</p><p>The (TSADM), using the scheme (7) gives</p><disp-formula id="scirp.72790-formula96"><graphic  xlink:href="http://html.scirp.org/file/9-2340240x73.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.72790-formula97"><label>(23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x74.png"  xlink:type="simple"/></disp-formula><p>By selecting</p><disp-formula id="scirp.72790-formula98"><label>(24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x75.png"  xlink:type="simple"/></disp-formula><p>and by verifying that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x76.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x77.png" xlink:type="simple"/></inline-formula>justifies equation (20) and the given intial conditions, the same solution is obtained immediately.</p><disp-formula id="scirp.72790-formula99"><label>(25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x78.png"  xlink:type="simple"/></disp-formula><p>However, we use the standard Adomian method to find:</p><disp-formula id="scirp.72790-formula100"><graphic  xlink:href="http://html.scirp.org/file/9-2340240x79.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.72790-formula101"><label>(26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x80.png"  xlink:type="simple"/></disp-formula><p>In view of (26), the modified method also requires a huge size of computational work to obtain few terms of the series. Moreover, the same as the standard Adomian decomposition method, the modified method requires the use of the Adomian polynomials for nonlinear models. However, using the two-step Adomian decomposition method, there is no need to use the Adomian polynomials.</p><p>Example 4</p><p>Consider the system of nonlinear Fredholmintegro-differential equation [<xref ref-type="bibr" rid="scirp.72790-ref10">10</xref>]</p><disp-formula id="scirp.72790-formula102"><label>(27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x81.png"  xlink:type="simple"/></disp-formula><p>With exact solution<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x82.png" xlink:type="simple"/></inline-formula>. Applying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x83.png" xlink:type="simple"/></inline-formula> of both sides gives</p><disp-formula id="scirp.72790-formula103"><label>(28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x84.png"  xlink:type="simple"/></disp-formula><p>The modified decomposition method: Using the modified recursive relation (27), and by selecting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x85.png" xlink:type="simple"/></inline-formula> we obtain</p><disp-formula id="scirp.72790-formula104"><label>(29)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x86.png"  xlink:type="simple"/></disp-formula><p>In view of (29), the exact solution is given by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x87.png" xlink:type="simple"/></inline-formula></p><p>It is to be noted that if we select<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x88.png" xlink:type="simple"/></inline-formula>, the same</p><p>size of computational work required compared to the standard Adomian method.</p><p>The (TSADM), using the scheme (7) gives</p><disp-formula id="scirp.72790-formula105"><graphic  xlink:href="http://html.scirp.org/file/9-2340240x89.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.72790-formula106"><label>(30)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x90.png"  xlink:type="simple"/></disp-formula><p>By selecting</p><disp-formula id="scirp.72790-formula107"><label>(31)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x91.png"  xlink:type="simple"/></disp-formula><p>and by verifying that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x92.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/9-2340240x93.png" xlink:type="simple"/></inline-formula>justifies equation (27) and the given initial conditions, the same solution is obtained immediately.</p><disp-formula id="scirp.72790-formula108"><label>(32)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x94.png"  xlink:type="simple"/></disp-formula><p>However, we use the standard Adomian method to find:</p><disp-formula id="scirp.72790-formula109"><graphic  xlink:href="http://html.scirp.org/file/9-2340240x95.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.72790-formula110"><label>(33)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/9-2340240x96.png"  xlink:type="simple"/></disp-formula><p>In view of (33), the modified method also requires a huge size of computational work to obtain few terms of the series. Moreover, the same as the standard Adomian decomposition method, the modified method requires the use of the Adomian polynomials for nonlinear models. However, using the two-step Adomian decomposition method, there is no need to use the Adomian polynomials.</p></sec><sec id="s4"><title>4. Conclusion</title><p>In this paper, we have applied two-step Adomian Decomposition Method (TSAM) to obtain the solutions of nonlinear integro-differential equations. Some examples have been discussed as illustrations. In this work, we show that TSADM is convenient to solve integro-differential equations and reduce the size of calculations compared to the standard Adomian decomposition method and modified decomposition method. This modification also avoids computing Adomian polynomials. The TSADM produce the solution by using only two iterations, if compared with the common Adomian method and the modified method. Moreover, the TSADM overcomes the difficulties arising in the modified decomposition method.</p></sec><sec id="s5"><title>Cite this paper</title><p>Al-Mazmumy, M. and Almuhalbedi, S.O. (2016) Solution of Nonlinear Integro Differential Equations by Two-Step Adomian Decomposition Method (TSAM). International Journal of Modern Nonlinear Theory and Application, 5, 248- 255. http://dx.doi.org/10.4236/ijmnta.2016.54022</p></sec></body><back><ref-list><title>References</title><ref id="scirp.72790-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Wazwaz, A. (1999) A Reliable Modification of Adomian Decomposition Method. Applied Mathematics and Computation, 102, 77-86. https://doi.org/10.1016/S0096-3003(98)10024-3</mixed-citation></ref><ref id="scirp.72790-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Adomian, G. (1994) Solving Frontier Problems of Physics: The Decomposition Method. Kluwer Academic Publisher, Boston. https://doi.org/10.1007/978-94-015-8289-6</mixed-citation></ref><ref id="scirp.72790-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Rach, R. (2008) A New Definition of the Adomian Polynomials. Kybernetes, 37, 910-955. https://doi.org/10.1108/03684920810884342</mixed-citation></ref><ref id="scirp.72790-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Luo, X.G. (2005) A Two-Step Adomian Decomposition Method. Applied Mathematics and Computation, 170, 570-583. https://doi.org/10.1016/j.amc.2004.12.010</mixed-citation></ref><ref id="scirp.72790-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, B.Q., Wu, Q.B. and Luo, X.G. (2006) Experimentation with Two-Step Adomian Decomposition Method to Solve Evolution Models. Applied Mathematics and Computation, 175, 1495-1502.</mixed-citation></ref><ref id="scirp.72790-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Khan Marwat, D.N. and Asghar, S. (2008) Solution of the Heat Equation with Variable Properties by Two-Step Adomian Decomposition Method. Mathematical and Computer Modelling, 48, 83-90. https://doi.org/10.1016/j.mcm.2007.09.003</mixed-citation></ref><ref id="scirp.72790-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Al-Mazmumy, M. and Al-Malki, H. (2015) Some Modification of Adomian Decomposition Method for Nonlinear Partial Differential Equations. IJRAS, 23.</mixed-citation></ref><ref id="scirp.72790-ref8"><label>8</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Bakodah</surname><given-names> H.O. </given-names></name>,<etal>et al</etal>. (<year>2013</year>)<article-title>Adomian Decomposition Method and Its Modification for Nonlinear Abel’s Integral Equation</article-title><source> International Journal of Mathematical Analysis</source><volume> 48</volume>,<fpage> 2349</fpage>-<lpage>2358</lpage>.<pub-id pub-id-type="doi"></pub-id></mixed-citation></ref><ref id="scirp.72790-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Dehghan, M. and Salehi, R. (2012) The Numerical Solution of the Non-Linear Integro-Differential Equations Based on the Meshless Method. Journal of Computational and Applied Mathematics, 236, 2367-2377. https://doi.org/10.1016/j.cam.2011.11.022</mixed-citation></ref><ref id="scirp.72790-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Wazwaz, A.M. (2011) Linear and Nonlinear Integral Equations: Methods and Applications. Springer-Verlag, Beijing. https://doi.org/10.1007/978-3-642-21449-3</mixed-citation></ref></ref-list></back></article>