<?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">ALAMT</journal-id><journal-title-group><journal-title>Advances in Linear Algebra &amp; Matrix Theory</journal-title></journal-title-group><issn pub-type="epub">2165-333X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/alamt.2015.52006</article-id><article-id pub-id-type="publisher-id">ALAMT-57509</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  The Discriminance for &lt;i&gt;FLDcirc&lt;sub&gt;r&lt;/sub&gt;&lt;/i&gt; Matrices and the Fast Algorithm of Their Inverse and Generalized Inverse
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>ue</surname><given-names>Pan</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>Mei</surname><given-names>Qin</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>College of Science, University of Shanghai for Science and Technology, Shanghai, China</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>xiaoxuehe1126@163.com(UP)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>09</day><month>06</month><year>2015</year></pub-date><volume>05</volume><issue>02</issue><fpage>54</fpage><lpage>61</lpage><history><date date-type="received"><day>26</day>	<month>May</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>23</month>	<year>June</year>	</date><date date-type="accepted"><day>29</day>	<month>June</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  This paper presents a new type of circulant matrices. We call it the first and the last difference 
  r-circulant matrix (
  FLDcirc<sub>r</sub> matrix). We can verify that the linear operation, the matrix product and the inverse matrix of this type of matrices are still 
  FLDcirc<sub>r</sub> matrices. By constructing the basic 
  FLDcirc<sub>r</sub> matrix, we give the discriminance for 
  FLDcirc<sub>r</sub> matrices and the fast algorithm of the inverse and generalized inverse of the 
  FLDcirc<sub>r</sub> matrices.
 
</p></abstract><kwd-group><kwd>&lt;i&gt;FLDcirc&lt;sub&gt;r&lt;/sub&gt;&lt;/i&gt; Matrix</kwd><kwd> Discriminance</kwd><kwd> Diagonalization</kwd><kwd> Inverse</kwd><kwd> Generalized Inverse</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Circulant matrix plays an important role in the matrix theory, its special structure and properties have been widely used in applied mathematics, physics, modern engineering, and so on [<xref ref-type="bibr" rid="scirp.57509-ref1">1</xref>] -[<xref ref-type="bibr" rid="scirp.57509-ref6">6</xref>] . There have been many new circulant matrices come fordward [<xref ref-type="bibr" rid="scirp.57509-ref7">7</xref>] -[<xref ref-type="bibr" rid="scirp.57509-ref12">12</xref>] . In this paper we will firstly put forward the concept of the FLDcirc<sub>r</sub> matrix and the basic FLDcirc<sub>r</sub> matrix. The sum, the difference, the product, the inverse and the adjoint matrix of this type of matrices are still FLDcirc<sub>r</sub> matrices. Then, we will give five discriminance for FLDcirc<sub>r</sub> matrix by constructing the basic FLDcirc<sub>r</sub> matrix. At last, we will discuss the fast algorithm of the inverse and generalized inverse of the FLDcirc<sub>r</sub> matrix and give the numerical example. In this paper, we just study the square matrices in complex field.</p></sec><sec id="s2"><title>2. Definition of the FLDcirc<sub>r</sub> Matrix</title><p>Definition 2.1 For a square matrix A of order n, if its form is</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x5.png" xlink:type="simple"/></inline-formula>,</p><p>We call it the FLDcirc<sub>r</sub> matrix, and denote shortly<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x6.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.2 Let D is the basic FLDcirc<sub>r</sub> matrix of order n, that is</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x7.png" xlink:type="simple"/></inline-formula>.</p><p>We obtain <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x8.png" xlink:type="simple"/></inline-formula> is the characteristic polynomial of D, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x9.png" xlink:type="simple"/></inline-formula>, we specify<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x10.png" xlink:type="simple"/></inline-formula>.</p><p>From the definition of FLDcirc<sub>r</sub> matrix, we can prove the following proposition.</p><p>Proposition 2.3 If A and B are FLDcirc<sub>r</sub> matrices, then A + B, A − B and kA are both FLDcirc<sub>r</sub> matrices, for any k belongs to the complex field.</p><p>Definition 2.4 Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x11.png" xlink:type="simple"/></inline-formula>,the index of A is the least nonnegative integer k such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x12.png" xlink:type="simple"/></inline-formula>, we note it as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x13.png" xlink:type="simple"/></inline-formula>. If A is nonsingular, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x14.png" xlink:type="simple"/></inline-formula>; if A is singular, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x15.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.5 Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x16.png" xlink:type="simple"/></inline-formula>, if there is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x17.png" xlink:type="simple"/></inline-formula> which satisfies<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x18.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x19.png" xlink:type="simple"/></inline-formula>at the same time, we named X as the reflexive generalize inverse of A, we note it as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x20.png" xlink:type="simple"/></inline-formula>.</p><p>Definition 2.6 Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x21.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x22.png" xlink:type="simple"/></inline-formula>, if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x22.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x23.png" xlink:type="simple"/></inline-formula> satisfies</p><disp-formula id="scirp.57509-formula997"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x24.png"  xlink:type="simple"/></disp-formula><p>Then we denote X as the Drazin inverse of A, note it as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x25.png" xlink:type="simple"/></inline-formula>.</p><p>Lemma 2.7 If polynomial matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x26.png" xlink:type="simple"/></inline-formula> can transformed into <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x27.png" xlink:type="simple"/></inline-formula> after elemen-</p><p>tary row transformation, then we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x28.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x29.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s3"><title>3. The Discriminance of the FLDcirc<sub>r</sub> Matrix</title><p>Theorem 3.1 A is an FLDcirc<sub>r</sub> matrix if and only if A is of the following form</p><disp-formula id="scirp.57509-formula998"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2230078x30.png"  xlink:type="simple"/></disp-formula><p>For some polynomial<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x31.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. By the Definition 2.1 and Definition 2.2, we get this result.</p><p>Theorem 3.2 A is an FLDcirc<sub>r</sub> matrix if and only if AD = DA, D is the basic FLDcirc<sub>r</sub> matrix.</p><p>Proof. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x32.png" xlink:type="simple"/></inline-formula>For A is an FLDcirc<sub>r</sub> matrix, from the definition of A and D, we obtain <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x33.png" xlink:type="simple"/></inline-formula></p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x34.png" xlink:type="simple"/></inline-formula>By the method of undetermined coefficients, let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x35.png" xlink:type="simple"/></inline-formula>.</p><p>Due to</p><disp-formula id="scirp.57509-formula999"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x36.png"  xlink:type="simple"/></disp-formula><p>It follows that</p><disp-formula id="scirp.57509-formula1000"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x37.png"  xlink:type="simple"/></disp-formula><p>We obtain</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x38.png" xlink:type="simple"/></inline-formula>,</p><p>So A is an FLDcirc<sub>r</sub> matrix.</p><p>Corollary 3.3 If A and B are both FLDcirc<sub>r</sub> matrices, then AB and BA are FLDcirc<sub>r</sub> matrices. Furthermore, we get AB = BA.</p><p>Proof. Since A and B are FLDcirc<sub>r</sub> matrices, by the Theorem 3.2, we get</p><disp-formula id="scirp.57509-formula1001"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x39.png"  xlink:type="simple"/></disp-formula><p>Hence</p><disp-formula id="scirp.57509-formula1002"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x40.png"  xlink:type="simple"/></disp-formula><p>Then, AB and BA are both FLDcirc<sub>r</sub> matrices.</p><p>From Theorem 3.1, we have</p><disp-formula id="scirp.57509-formula1003"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x41.png"  xlink:type="simple"/></disp-formula></sec><sec id="s4"><title>4. The Diagonalization of the FLDcirc<sub>r</sub> Matrix</title><p>First, we consider the diagonalization of the basic FLDcirc<sub>r</sub> matrix D.</p><p>For the characteristic polynomial <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x42.png" xlink:type="simple"/></inline-formula> of D has n different roots. So, D has n different eigenvalues:</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x43.png" xlink:type="simple"/></inline-formula>.</p><p>Let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x44.png" xlink:type="simple"/></inline-formula>,</p><p>Obviously, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x45.png" xlink:type="simple"/></inline-formula>is a nonsingular Vandermonde matrix about<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x46.png" xlink:type="simple"/></inline-formula>, and</p><disp-formula id="scirp.57509-formula1004"><label>. (2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2230078x47.png"  xlink:type="simple"/></disp-formula><p>Next, we study the diagonalization of general FLDcirc<sub>r</sub> matrix A.</p><p>From Theorem 3.1 and Equation (2), we obtain</p><disp-formula id="scirp.57509-formula1005"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x48.png"  xlink:type="simple"/></disp-formula><p>The eigenvalues of A are</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x49.png" xlink:type="simple"/></inline-formula>.</p><p>Theorem 4.1 A is an FLDcirc<sub>r</sub> matrix if and only if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x50.png" xlink:type="simple"/></inline-formula> is a diagonal matrix.</p><p>Proof. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x51.png" xlink:type="simple"/></inline-formula>If A is an FLDcirc<sub>r</sub> matrix, from the above discussion, we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x52.png" xlink:type="simple"/></inline-formula>.</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x53.png" xlink:type="simple"/></inline-formula>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x54.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x54.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x55.png" xlink:type="simple"/></inline-formula>is a diagonal matrix, then</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x56.png" xlink:type="simple"/></inline-formula>.</p><p>Let<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x57.png" xlink:type="simple"/></inline-formula>, from Equation (2) we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x58.png" xlink:type="simple"/></inline-formula>,</p><p>Thus</p><disp-formula id="scirp.57509-formula1006"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x59.png"  xlink:type="simple"/></disp-formula><p>For <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x60.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x61.png" xlink:type="simple"/></inline-formula> are both diagonal matrix, so</p><disp-formula id="scirp.57509-formula1007"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x62.png"  xlink:type="simple"/></disp-formula><p>hence, A is an FLDcirc<sub>r</sub> matrix.</p><p>Theorem 4.2 A is a nonsingular FLDcirc<sub>r</sub> matrix if and only if the eigenvalues<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x63.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x64.png" xlink:type="simple"/></inline-formula> are eigenvalues of the basic FLDcirc<sub>r</sub> matrix.</p><p>Proof. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x65.png" xlink:type="simple"/></inline-formula>For A is a nonsingular FLDcirc<sub>r</sub> matrix, from the above discussion, we have</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x66.png" xlink:type="simple"/></inline-formula>,</p><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x67.png" xlink:type="simple"/></inline-formula> are eigenvalues of A.</p><p>So</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x68.png" xlink:type="simple"/></inline-formula>.</p><p>Hence, if A is a nonsingular FLDcirc<sub>r</sub> matrix, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x69.png" xlink:type="simple"/></inline-formula>.</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x70.png" xlink:type="simple"/></inline-formula>Due to,</p><p>Then</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x72.png" xlink:type="simple"/></inline-formula>,</p><p>So A is nonsingular.</p></sec><sec id="s5"><title>5. The Fast Algorithm of the Inverse and Generalized Inverse of the FLDcirc<sub>r</sub> Matrix</title><p>Theorem 5.1 If A is a nonsingular matrix, then A is an FLDcirc<sub>r</sub> matrix if and only if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x73.png" xlink:type="simple"/></inline-formula> is an FLDcirc<sub>r</sub> matrix.</p><p>Proof. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x74.png" xlink:type="simple"/></inline-formula>From A is nonsingular and Theorem 3.2, we obtain</p><disp-formula id="scirp.57509-formula1008"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x75.png"  xlink:type="simple"/></disp-formula><p>Hence</p><disp-formula id="scirp.57509-formula1009"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x76.png"  xlink:type="simple"/></disp-formula><p>That is to say <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x77.png" xlink:type="simple"/></inline-formula> is an FLDcirc<sub>r</sub> matrix.</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x78.png" xlink:type="simple"/></inline-formula>Clearly, the nonsingular matrix A is an FLDcirc<sub>r</sub> matrix.</p><p>Corollary 5.2 If A is a nonsingular FLDcirc<sub>r</sub> matrix, then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x79.png" xlink:type="simple"/></inline-formula> is a nonsingular FLDcirc<sub>r</sub> matrix.</p><p>Proof. For A is an FLDcirc<sub>r</sub> matrix, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x80.png" xlink:type="simple"/></inline-formula>, so</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x81.png" xlink:type="simple"/></inline-formula>.</p><p>Due to</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x82.png" xlink:type="simple"/></inline-formula>,</p><p>Thus</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x83.png" xlink:type="simple"/></inline-formula>,</p><p>Hence</p><disp-formula id="scirp.57509-formula1010"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x84.png"  xlink:type="simple"/></disp-formula><p>Then <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x85.png" xlink:type="simple"/></inline-formula> is an FLDcirc<sub>r</sub> matrix.</p><p>Theorem 5.3 If A is an FLDcirc<sub>r</sub> matrix, then A is nonsingular if and only if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x86.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. If A is a nonsingular FLDcirc<sub>r</sub> matrix, from Theorem 4.2, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x87.png" xlink:type="simple"/></inline-formula>, so <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x88.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x89.png" xlink:type="simple"/></inline-formula> don’t have the same solutions, thus<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x88.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x90.png" xlink:type="simple"/></inline-formula>.</p><p>Otherwise, if<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula>, there exist<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula>such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x95.png" xlink:type="simple"/></inline-formula>. For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x96.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x97.png" xlink:type="simple"/></inline-formula>, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x98.png" xlink:type="simple"/></inline-formula>. So, A is nonsingular and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x99.png" xlink:type="simple"/></inline-formula>. From Theorem 3.1, we have <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x91.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x92.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x96.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x97.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x98.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x99.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x100.png" xlink:type="simple"/></inline-formula> is an FLDcirc<sub>r</sub> matrix.</p><p>Corollary 5.4 If A is a nonsingular FLDcirc<sub>r</sub> matrix, there exits<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x101.png" xlink:type="simple"/></inline-formula>.</p><p>Corollary 5.5 A is a singular FLDcirc<sub>r</sub> matrix, there exists an FLDcirc<sub>r</sub> matrix H that satisfies <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x102.png" xlink:type="simple"/></inline-formula>.</p><p>Proof. For A is singular, we get<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x103.png" xlink:type="simple"/></inline-formula>. Suppose<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x104.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x105.png" xlink:type="simple"/></inline-formula>,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x106.png" xlink:type="simple"/></inline-formula>, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x107.png" xlink:type="simple"/></inline-formula>. Furthermore, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x108.png" xlink:type="simple"/></inline-formula>doesn’t have repeated root, thus,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x109.png" xlink:type="simple"/></inline-formula>, ,. So,.</p><p>Hence, there exist<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x113.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x113.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x114.png" xlink:type="simple"/></inline-formula>such that</p><disp-formula id="scirp.57509-formula1011"><label>. (3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2230078x115.png"  xlink:type="simple"/></disp-formula><p>Equation (3) both sides multiplied by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x116.png" xlink:type="simple"/></inline-formula>, then</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x117.png" xlink:type="simple"/></inline-formula>.</p><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x118.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x119.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.57509-formula1012"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2230078x120.png"  xlink:type="simple"/></disp-formula><p>Equation (3) both sides multiplied by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x121.png" xlink:type="simple"/></inline-formula>. Similarly, we get</p><disp-formula id="scirp.57509-formula1013"><label>. (5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/3-2230078x122.png"  xlink:type="simple"/></disp-formula><p>If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x123.png" xlink:type="simple"/></inline-formula>, then H is the polynomial of D, from Theorem 3.1, we get H is an FLDcirc<sub>r</sub> matrix, and from Equation (4), Equation (5) we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x123.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x124.png" xlink:type="simple"/></inline-formula>.</p><p>Due to</p><disp-formula id="scirp.57509-formula1014"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x125.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.57509-formula1015"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x126.png"  xlink:type="simple"/></disp-formula><p>Hence<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x127.png" xlink:type="simple"/></inline-formula>.</p><p>From Lemma 2.7 and the proof of Theorem 5.3, Corollary 5.5, we can get the fast algorithm of the inverse and generalized inverse of the FLDcirc<sub>r</sub> matrix. The general steps are as follows:</p><p>Step 1 get the greatest common factor <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x128.png" xlink:type="simple"/></inline-formula> of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x129.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x128.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x129.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x130.png" xlink:type="simple"/></inline-formula>;</p><p>Step 2 If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x131.png" xlink:type="simple"/></inline-formula>, the polynomial matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x132.png" xlink:type="simple"/></inline-formula> can transformed into <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x131.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x132.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x133.png" xlink:type="simple"/></inline-formula> after elementary</p><p>row transformation, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x134.png" xlink:type="simple"/></inline-formula>;</p><p>Step 3 If<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula>, divide <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x136.png" xlink:type="simple"/></inline-formula> by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x137.png" xlink:type="simple"/></inline-formula>, get<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x138.png" xlink:type="simple"/></inline-formula>, then the polynomial matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x139.png" xlink:type="simple"/></inline-formula> can transformed into <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x140.png" xlink:type="simple"/></inline-formula> after elementary row transformation, hence<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x135.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x137.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x140.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x141.png" xlink:type="simple"/></inline-formula>.</p><p>Example 5.1 If the 3 order matrix<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x142.png" xlink:type="simple"/></inline-formula>, then whether A is a nonsingular matrix? If A is non-</p><p>singular, solving<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x143.png" xlink:type="simple"/></inline-formula>.</p><p>From Definition 2.1 we get<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x144.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x145.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x146.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x147.png" xlink:type="simple"/></inline-formula>. Because of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x147.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x148.png" xlink:type="simple"/></inline-formula>, so A is nonsingular.</p><p>After a series of elementary row transformation of the following polynomial matrix, we obtain</p><disp-formula id="scirp.57509-formula1016"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x149.png"  xlink:type="simple"/></disp-formula><p>So</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x150.png" xlink:type="simple"/></inline-formula>.</p><p>Therefore</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x151.png" xlink:type="simple"/></inline-formula>,</p><p>That is</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x152.png" xlink:type="simple"/></inline-formula>.</p><p>Example 5.2 If the 3 order matrix<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x153.png" xlink:type="simple"/></inline-formula>, solving<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x153.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x154.png" xlink:type="simple"/></inline-formula>.</p><p>From Definition 2.1 we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x155.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x156.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x156.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x157.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x155.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x156.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x157.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x158.png" xlink:type="simple"/></inline-formula>.</p><p>Then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x159.png" xlink:type="simple"/></inline-formula>, so, A is singular and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x159.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x160.png" xlink:type="simple"/></inline-formula>.</p><p>From Step 3, we get</p><disp-formula id="scirp.57509-formula1017"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x161.png"  xlink:type="simple"/></disp-formula><p>Then</p><disp-formula id="scirp.57509-formula1018"><graphic  xlink:href="http://html.scirp.org/file/3-2230078x162.png"  xlink:type="simple"/></disp-formula><p>So</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x163.png" xlink:type="simple"/></inline-formula>,</p><p>That is</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/3-2230078x164.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s6"><title>Acknowledgements</title><p>The authors are grateful to the anonymous referees for their review comments and suggestions that help to improve the original manuscript.</p></sec></body><back><ref-list><title>References</title><ref id="scirp.57509-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Searle, S.R. 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