<?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.2014.44020</article-id><article-id pub-id-type="publisher-id">ALAMT-52892</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>
 
 
  First Review of Articles on Rhotrix Theory Since Its Inception
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>.</surname><given-names>Mohammed</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>M.</surname><given-names>Balarabe</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Mathematics, Ahmadu Bello University, Zaria, Nigeria</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>abdulmaths@yahoo.com(.M)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>14</day><month>11</month><year>2014</year></pub-date><volume>04</volume><issue>04</issue><fpage>216</fpage><lpage>224</lpage><history><date date-type="received"><day>4</day>	<month>September</month>	<year>2014</year></date><date date-type="rev-recd"><day>11</day>	<month>October</month>	<year>2014</year>	</date><date date-type="accepted"><day>20</day>	<month>October</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>
 
 
   This paper presents an up-to-date review of the developments made in the field of rhotrix theory for a decade, starting from the year 2003, when the concept of rhotrix was introduced, up to the end of 2013. Over forty articles on rhotrix theory have been published in journals since its inception, indicating the need for a first review. 
 
</p></abstract><kwd-group><kwd>Rhotrix</kwd><kwd> Matrix</kwd><kwd> Rhotrix Theory</kwd><kwd> Matrix Theory</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In the year 2003, a relatively new paradigm of science, now known as rhotrix theory was initiated by Ajibade [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] , as an extension of ideas, on matrix-tertions and matrix-noitrets proposed by Atanassov and Shannon [<xref ref-type="bibr" rid="scirp.52892-ref2">2</xref>] . Since the publication of the article titled as “the concept of rhotrix for mathematical enrichment” in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] , many researchers have shown interest in the improvement of the theories and applications of rhotrices for the past one decade.</p><p>In the literature of rhotrix theory, starting from 2003, over forty articles have been published, thereby requiring the need for a first review. Before going further, it is pertinent to mention that two methods for multiplication of rhotrices having the same size are currently available in literature. The first one is “the heart based method for rhotrix multiplication” defined in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] , where the initial algebra and analysis of rhotrices were presented. The second alternative method is the row-column based method for rhotrix multiplication proposed by Sani [<xref ref-type="bibr" rid="scirp.52892-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref4">4</xref>] , in an attempt to answer the question of “finding a transformation for conversion rhotrix to matrix and vice versa” posed by Ajibade in the concluding section of his article. However, each method provides enabling environment to explore the usefulness of rhotrices as tools for carrying out mathematical research.</p><p>The objective of this article is to give a comprehensive literature survey of all published articles on rhotrix theory, since the introduction of the concept in 2003, up to the end of 2013. To achieve this, we classify all the over fourty articles in the literature of rhotrix theory into two classes. We term one class of the articles in the literature of rhotrix theory as commutative rhotrix theory, while the other class as non-commutative rhotrix theory. The reason behind this classification is due to the fact that, contributory author(s) of a single article on rhotrix theory adopted either Ajibade’s heart-based method for multiplication of rhotrices or Sani’s row-column me- thod for multiplication of rhotrices in carrying out the work.</p><p>The choice of the two class names: commutative rhotrix theory and non-commutative rhotrix theory arise, respectively, from the commutative property inherent with the heart-based method for rhotrix multiplication, and the non-commutative property associated with row-column based method for rhotrix multiplication.</p><p>In line with this, articles on rhotrix theory can be broadly categorized according to the method of rhotrix multiplication used in presenting the work as follows:</p><p>1) Commutative rhotrix theory, i.e. Ajibade’s article and all other articles using the Ajibade’s heart-based method for rhotrix multiplication.</p><p>2) Non-commutative rhotrix theory, i.e. singularly authored articles by Sani and all other articles using Sani’s row-column based method for rhotrix multiplication.</p><p>This survey paper contains three other sections after the introductory section. Section 2 presents the survey of developments in rhotrix theory. Section 3 analyzes these developments and then Section 4 presents the conclusion.</p></sec><sec id="s2"><title>2. Survey of Developments on Rhotrix Theory</title><p>This section presents a review of developments on rhotrix theory in a systematize form, starting with the review of commutative rhotrix theory in Subsection 2.1 and then followed by the review of non-commutative rhotrix theory in Subsection 2.2.</p><sec id="s2_1"><title>2.1. Class of Commutative Rhotrix Theory</title><p><xref ref-type="table" rid="table1">Table 1</xref> illustrates the title list of all journal articles that used Ajibade’s heart based method for rhotrix multiplication, available in the literature of rhotrix theory, starting from 2003 and to the end of 2013. Thus, articles in <xref ref-type="table" rid="table1">Table 1</xref> belong to the class of commutative rhotrix theory. Now, we start a systemic review of these works in <xref ref-type="table" rid="table1">Table 1</xref> as follows:</p><p>In [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] Ajibade introduced the concept of rhotrix of size three as</p><disp-formula id="scirp.52892-formula1065"><graphic  xlink:href="http://html.scirp.org/file/5-2230066x5.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x6.png" xlink:type="simple"/></inline-formula> is called the heart of any rhotrix<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x7.png" xlink:type="simple"/></inline-formula>. The operations of addition, scalar multiplication and multiplication <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x8.png" xlink:type="simple"/></inline-formula> are defined for rhotrices of size three in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] . These rhotrix operations defined for rhotrix set of size three in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] were thereafter, extended to rhotrix set of size <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x9.png" xlink:type="simple"/></inline-formula> in the Ph.D. thesis of Mohammed [<xref ref-type="bibr" rid="scirp.52892-ref5">5</xref>] , and recorded as follows: let</p><disp-formula id="scirp.52892-formula1066"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x10.png"  xlink:type="simple"/></disp-formula><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> List of titles in journals published from 2003 to 2013 that belong to the class of commutative rhotrix theory</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >S/no.</th><th align="center" valign="middle" >Title</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >A note on the rhotrix system of equations</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >A note on rhotrix exponent rule and its applications to special series and polynomial equation defined over rhotrices</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >A remark on the classifications of rhotrices as abstract structures</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >Algebraic properties of singleton, coiled and modulo rhotrices</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >Certain field of fractions</td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >Certain quadratic extensions</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >Enrichment exercises through extension to rhotrices</td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >Generalization and algorithmatization of heart based method for multiplication of rhotrices</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >Note on certain field of fractions</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >Note on rhotrices and the construction of finite fields</td></tr><tr><td align="center" valign="middle" >11</td><td align="center" valign="middle" >On construction of rhomtrees as graphical representation of rhotrices</td></tr><tr><td align="center" valign="middle" >12</td><td align="center" valign="middle" >On the structure of rhotrix</td></tr><tr><td align="center" valign="middle" >13</td><td align="center" valign="middle" >On the linear system over rhotrices</td></tr><tr><td align="center" valign="middle" >14</td><td align="center" valign="middle" >Rhotrices and the construction of finite fields</td></tr><tr><td align="center" valign="middle" >15</td><td align="center" valign="middle" >Rhotrix polynomials and polynomial rhotrices</td></tr><tr><td align="center" valign="middle" >16</td><td align="center" valign="middle" >Rhotrix sets and rhotrix spaces category</td></tr><tr><td align="center" valign="middle" >17</td><td align="center" valign="middle" >Rhotrix topological spaces</td></tr><tr><td align="center" valign="middle" >18</td><td align="center" valign="middle" >The concept of rhotrix in mathematical enrichment</td></tr><tr><td align="center" valign="middle" >19</td><td align="center" valign="middle" >The concept of heart oriented rhotrix multiplication</td></tr></tbody></table></table-wrap><p>be the set of all real rhotrices of size<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x11.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x12.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x13.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x14.png" xlink:type="simple"/></inline-formula>is the integer value obtained</p><p>on division of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x15.png" xlink:type="simple"/></inline-formula> by 2, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x16.png" xlink:type="simple"/></inline-formula> is the heart of any rhotrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x17.png" xlink:type="simple"/></inline-formula> in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x18.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x19.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x19.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x20.png" xlink:type="simple"/></inline-formula> be</p><p>any two rhotrices in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x21.png" xlink:type="simple"/></inline-formula> and scalar<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x22.png" xlink:type="simple"/></inline-formula>. Then</p><disp-formula id="scirp.52892-formula1067"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x23.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.52892-formula1068"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x24.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.52892-formula1069"><graphic  xlink:href="http://html.scirp.org/file/5-2230066x25.png"  xlink:type="simple"/></disp-formula><p>(4)</p><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x26.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x27.png" xlink:type="simple"/></inline-formula> are the hearts of rhotrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x28.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x29.png" xlink:type="simple"/></inline-formula> respectively.</p><p>The extended rhotrix multiplication (4) was named in [<xref ref-type="bibr" rid="scirp.52892-ref5">5</xref>] as “Ajibade’s heart-based method for multiplication of rhotrices”. The rhotrix operations defined in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] was adopted by [<xref ref-type="bibr" rid="scirp.52892-ref6">6</xref>] to present various classifications of rhotrices and their expressions as abstract structures of groups, semigroups, monoids, rings and Boolean algebras. The theorem for rhotrix exponent rule was first proposed without proof in [<xref ref-type="bibr" rid="scirp.52892-ref6">6</xref>] , thereafter, [<xref ref-type="bibr" rid="scirp.52892-ref7">7</xref>] established and characterized the theorem for rhotrix exponent rule and extended the result to systemization of expressing special series and polynomial equations over rhotrices.</p><p>A remark on classifications of rhotrices as abstract structures was proposed by [<xref ref-type="bibr" rid="scirp.52892-ref8">8</xref>] over rhotrices. In the work, rhotrix ring was characterized; rhotrix integral domain and rhotrix field were constructed with certain conditions. Construction of certain field of fractions over rhotrices was presented by [<xref ref-type="bibr" rid="scirp.52892-ref9">9</xref>] as an extension to [<xref ref-type="bibr" rid="scirp.52892-ref8">8</xref>] . It was made known in [<xref ref-type="bibr" rid="scirp.52892-ref10">10</xref>] that the rhotrix field in [<xref ref-type="bibr" rid="scirp.52892-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref9">9</xref>] holds only if the set of all hearty rhotrices of size three given in [<xref ref-type="bibr" rid="scirp.52892-ref6">6</xref>] is used as the underlying set.</p><p>The generalization of Ajibade’s heart based method for rhotrix multiplication in [<xref ref-type="bibr" rid="scirp.52892-ref5">5</xref>] was algorithmatized for computing machines by [<xref ref-type="bibr" rid="scirp.52892-ref11">11</xref>] . A simplification of rhotrix expression generalization in [<xref ref-type="bibr" rid="scirp.52892-ref5">5</xref>] was presented by [<xref ref-type="bibr" rid="scirp.52892-ref12">12</xref>] . Construction and analysis of metric topological spaces using rhotrix set as the underlying set were considered in [<xref ref-type="bibr" rid="scirp.52892-ref13">13</xref>] .</p><p>The concept of tree in graph theory was extended to rhotrix theory by [<xref ref-type="bibr" rid="scirp.52892-ref14">14</xref>] through their introduction of</p><p>rhomtrees of order <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x30.png" xlink:type="simple"/></inline-formula> as graphical representation of rhotrices of size<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x31.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x30.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x32.png" xlink:type="simple"/></inline-formula>. It</p><p>was shown in their work that these rhomtrees have connection to known real world models such as topology of computing network, methane compound and certain product of sets.</p><p>In [<xref ref-type="bibr" rid="scirp.52892-ref15">15</xref>] , the algebraic properties of singleton, coiled and modulo rhotrices were presented. Investigations of various constructions of finite fields over rhotrices were carried out in both [<xref ref-type="bibr" rid="scirp.52892-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref17">17</xref>] . The cardinality of these finite fields was calculated through concrete examples. A study of the structure of rhotrices having entries from the set of integers modulo <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x33.png" xlink:type="simple"/></inline-formula> and their properties was conducted by [<xref ref-type="bibr" rid="scirp.52892-ref18">18</xref>] . The rhotrix quadratic polynomial presented as part of a note on rhotrix exponent rule and its applications in [<xref ref-type="bibr" rid="scirp.52892-ref7">7</xref>] was given certain extensions by [<xref ref-type="bibr" rid="scirp.52892-ref19">19</xref>] . Rhotrix polynomial and its extension to construction of rhotrix polynomial ring was proposed in [<xref ref-type="bibr" rid="scirp.52892-ref20">20</xref>] . An investigation of rhotrix sets and rhotrix spaces categorized over numbers in real and complex fields was presented by [<xref ref-type="bibr" rid="scirp.52892-ref21">21</xref>] . A system of linear equations arising from the rhotrix equation <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x33.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x34.png" xlink:type="simple"/></inline-formula> was investigated in [<xref ref-type="bibr" rid="scirp.52892-ref22">22</xref>] and the conditions for their solvability were determined in the article. A note on rhotrix system of equations was presented by [<xref ref-type="bibr" rid="scirp.52892-ref23">23</xref>] as an extension to earlier work considered in [<xref ref-type="bibr" rid="scirp.52892-ref22">22</xref>] . The system of rhotrix equations was solved simultaneously.</p></sec><sec id="s2_2"><title>2.2. Class of Non-Commutative Rhotrix Theory</title><p><xref ref-type="table" rid="table2">Table 2</xref> illustrates the title list of all journal articles that used row-column based method for rhotrix multiplication, available in the literature of rhotrix theory from 2003 to 2013. Thus, articles in <xref ref-type="table" rid="table2">Table 2</xref> belong to the class of non-commutative rhotrix theory. Now, we start a systemic review of works in <xref ref-type="table" rid="table2">Table 2</xref> as follows:</p><p>Sani [<xref ref-type="bibr" rid="scirp.52892-ref3">3</xref>] proposed (5) as an alternative method for multiplication of rhotrices of size three as an attempt to answer the question of “how can one convert a rhotrix to matrix and then vice versa”, posed in the concluding</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> List of titles published from 2003 to 2013 that belong to the class of non-commutative rhotrix theory</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >S/no.</th><th align="center" valign="middle" >Titles</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >A determinant method for solving rhotrix system of eqn.</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >A note on relationship between invertible rhotrices and associated invertible matrices</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >Adjacent rhotrix of a complete, simple and undirected graph</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >Adjoint of a rhotrix and its basic properties</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >Algorithm design for row-column multiplication of n-dimensional rhotrices</td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >An alternative method for multiplication of rhotrices</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >An example of linear mappings: extension to rhotrices</td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >Cayley-Hamilton theorem in rhotrix</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >Conversion of a rhotrix to a coupled matrix</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >Hilbert matrix and its relationship with a special rhotrix</td></tr><tr><td align="center" valign="middle" >11</td><td align="center" valign="middle" >On inner product space and bilinear forms over rhotrices</td></tr><tr><td align="center" valign="middle" >12</td><td align="center" valign="middle" >On involutory and Pascal rhotrices</td></tr><tr><td align="center" valign="middle" >13</td><td align="center" valign="middle" >On the construction of involutory rhotrices.</td></tr><tr><td align="center" valign="middle" >14</td><td align="center" valign="middle" >Parallel multiplication of rhotrices using systolic array architecture</td></tr><tr><td align="center" valign="middle" >15</td><td align="center" valign="middle" >Rhotrix multiplication on two-dimensional process grid topologies</td></tr><tr><td align="center" valign="middle" >16</td><td align="center" valign="middle" >Rhotrices and elementary row operations</td></tr><tr><td align="center" valign="middle" >17</td><td align="center" valign="middle" >Rhotrix linear transformation</td></tr><tr><td align="center" valign="middle" >18</td><td align="center" valign="middle" >Rhotrix vector spaces</td></tr><tr><td align="center" valign="middle" >19</td><td align="center" valign="middle" >Row-wise representation of arbitrary rhotrix</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >Solution of two coupled matrices</td></tr><tr><td align="center" valign="middle" >21</td><td align="center" valign="middle" >The Cayley-Hamilton theorem for rhotrices</td></tr><tr><td align="center" valign="middle" >22</td><td align="center" valign="middle" >The equation<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x35.png" xlink:type="simple"/></inline-formula>, over rhotrices</td></tr><tr><td align="center" valign="middle" >23</td><td align="center" valign="middle" >The row-column multiplication of high dimensional rhotrices</td></tr></tbody></table></table-wrap><p>section in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] .</p><disp-formula id="scirp.52892-formula1070"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x36.png"  xlink:type="simple"/></disp-formula><p>This multiplication was later generalized by [<xref ref-type="bibr" rid="scirp.52892-ref4">4</xref>] to multiplication of rhotrices of size n as:</p><disp-formula id="scirp.52892-formula1071"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x37.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x38.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x39.png" xlink:type="simple"/></inline-formula>.</p><p>This (6) was presented in [<xref ref-type="bibr" rid="scirp.52892-ref5">5</xref>] as extended row-column based method for rhotrix multiplication.</p><p>In [<xref ref-type="bibr" rid="scirp.52892-ref24">24</xref>] , a presentation of the concept of Hilbert rhotrix and its relationship with well known Hilbert matrix was done. A special rhotrix termed as “Hilbert rhotrix” of size 5 was shown as a couple of two Hilbert matrices of sizes <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x40.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x41.png" xlink:type="simple"/></inline-formula>.</p><p>A method of converting rhotrix to a special form of matrix called “coupled matrix” was given in [<xref ref-type="bibr" rid="scirp.52892-ref25">25</xref>] . This was achieved through rotating the rhotrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x42.png" xlink:type="simple"/></inline-formula> of size <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x43.png" xlink:type="simple"/></inline-formula> at an angle of 45˚ in anti-clockwise direction, which result into a special form of matrix with missing values. For example, a rhotrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x44.png" xlink:type="simple"/></inline-formula> of size 5 can express as a coupled matrix through half transpose as follows:</p><disp-formula id="scirp.52892-formula1072"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x45.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x46.png" xlink:type="simple"/></inline-formula> indicates a rotation through 45˚ in anti-clockwise direction. The special matrix in (7) is a coupling of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x47.png" xlink:type="simple"/></inline-formula> matrix with a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x48.png" xlink:type="simple"/></inline-formula> matrix, hence, the name “coupled matrix”. Thus, in general,</p><disp-formula id="scirp.52892-formula1073"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-2230066x49.png"  xlink:type="simple"/></disp-formula><p>This is a rhotrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x50.png" xlink:type="simple"/></inline-formula> expressed as a coupled matrix of dimension<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x51.png" xlink:type="simple"/></inline-formula>, coupling a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x50.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x51.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x52.png" xlink:type="simple"/></inline-formula> matrix with a</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x53.png" xlink:type="simple"/></inline-formula>matrix, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x53.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x54.png" xlink:type="simple"/></inline-formula>.</p><p>Two coupled matrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x55.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x56.png" xlink:type="simple"/></inline-formula> can be multiplied together by simply filling the missing spaces with zeros, after the multiplication, we removed the zero in other to have the result in filled coupled matrix form. The following is a very useful result recorded from Sani [<xref ref-type="bibr" rid="scirp.52892-ref25">25</xref>] .</p></sec><sec id="s2_3"><title>2.3. Theorem</title><p>If a coupled matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x57.png" xlink:type="simple"/></inline-formula> is completed with zeros, then its determinants is the product of the determinants of</p><p>the matrices <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x58.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x59.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x60.png" xlink:type="simple"/></inline-formula>.</p><p>This result on coupled matrix is very significant because it can be applied to solve problems involving two different systems of linear equations simultaneously, where one is a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x61.png" xlink:type="simple"/></inline-formula> system, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x62.png" xlink:type="simple"/></inline-formula>while the other is a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x63.png" xlink:type="simple"/></inline-formula> system,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x64.png" xlink:type="simple"/></inline-formula>.</p><p>Sani [<xref ref-type="bibr" rid="scirp.52892-ref26">26</xref>] presented the solution of two coupled matrices by extending the idea of a coupled matrix in [<xref ref-type="bibr" rid="scirp.52892-ref25">25</xref>] to a general case involving <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x65.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x65.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x66.png" xlink:type="simple"/></inline-formula> matrices.</p><p>A one-sided system of the form<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x67.png" xlink:type="simple"/></inline-formula>, where, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x68.png" xlink:type="simple"/></inline-formula>is an n-dimensional rhotrix, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x69.png" xlink:type="simple"/></inline-formula>the unknown n-dimensional rhotrix vector and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x70.png" xlink:type="simple"/></inline-formula> the right hand side rhotrix vector was presented by [<xref ref-type="bibr" rid="scirp.52892-ref27">27</xref>] . The necessary and sufficient conditions for the solvability of the system of an n-dimensional rhotrix equation <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x69.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x71.png" xlink:type="simple"/></inline-formula> were discussed. Furthermore, the eigenvalues and the corresponding eigenvectors problems were solved.</p><p>The rhotrix addition and scalar multiplication defined in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] was expressed in form of coupled matrices in [<xref ref-type="bibr" rid="scirp.52892-ref4">4</xref>] . The ideas were used by [<xref ref-type="bibr" rid="scirp.52892-ref28">28</xref>] to generalize and characterize the rhotrix vector space of size 3 initiated in [<xref ref-type="bibr" rid="scirp.52892-ref1">1</xref>] to rhotrix vector space of size n, through expression of rhotrices as coupled matrices.</p><p>Following this, [<xref ref-type="bibr" rid="scirp.52892-ref29">29</xref>] presented the concept of linear mapping to rhotrices and present its properties. It was shown in the work that the proposed method of converting a rhotrix to a “coupled matrix” (8) as defined in [<xref ref-type="bibr" rid="scirp.52892-ref25">25</xref>] is also a linear mapping.</p><p>In [<xref ref-type="bibr" rid="scirp.52892-ref30">30</xref>] an algorithm design for Sani’s row-column based method for rhotrix multiplication (6) was proposed. As an extension to [<xref ref-type="bibr" rid="scirp.52892-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref25">25</xref>] , various method of representing an arbitrary rhotrix was identified by [<xref ref-type="bibr" rid="scirp.52892-ref31">31</xref>] . One of the methods is the row-wise method, observed in the article to be flexible in analyzing rhotrices for mathematical enrichment. The flexibility of the representation has paved way for two formulae, one for row-column based method for arbitrary rhotrix multiplication and the other for heart-based method for arbitrary rhotrix multiplication.</p><p>The Cayley-Hamilton theorem for matrix is one of the well-known results in linear algebra. In 2012, the equivalence of this result was considered for rhotrix Cayley-Hamilton theorem in both [<xref ref-type="bibr" rid="scirp.52892-ref32">32</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref33">33</xref>] . A note on relationship between invertible rhotrices and associated invertible matrices was proposed by [<xref ref-type="bibr" rid="scirp.52892-ref34">34</xref>] . A study of adjoint of a rhotrix and its basic properties was presented by [<xref ref-type="bibr" rid="scirp.52892-ref35">35</xref>] . The concept of inner product and bilinear forms over real rhotrices was considered in [<xref ref-type="bibr" rid="scirp.52892-ref36">36</xref>] . A determinant method for solving rhotrix system of linear equations was presented by [<xref ref-type="bibr" rid="scirp.52892-ref37">37</xref>] .</p><p>It is well known that an involutory matrix is a matrix that is its own inverse. Such matrices are of great im- portance in matrix theory and algebraic cryptography. In [<xref ref-type="bibr" rid="scirp.52892-ref38">38</xref>] a method for constructing involutory rhotrices and their properties was given. Thereafter, an extension to [<xref ref-type="bibr" rid="scirp.52892-ref38">38</xref>] was given by [<xref ref-type="bibr" rid="scirp.52892-ref39">39</xref>] through the development of some</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Number and percentage of articles on rhotrix theory per rhotrix theory class</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >S/no.</th><th align="center" valign="middle" >Category</th><th align="center" valign="middle" >Papers</th><th align="center" valign="middle" >Percentage (%)</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Class of commutative rhotrix theory</td><td align="center" valign="middle" >19</td><td align="center" valign="middle" >45.24</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >Class of non-commutative rhotrix theory</td><td align="center" valign="middle" >23</td><td align="center" valign="middle" >54.46</td></tr><tr><td align="center" valign="middle"  colspan="2"  >Total</td><td align="center" valign="middle" >42</td><td align="center" valign="middle" >100</td></tr></tbody></table></table-wrap><p>theorems on involution in the context of rhotrices. Also, the description of Pascal rhotrices and their related properties was also considered. In [<xref ref-type="bibr" rid="scirp.52892-ref40">40</xref>] , the theory of graph was extended to consider adjacent rhotrix of a complete, simple and undirected graph. A consideration of parallel multiplication of rhotrices using systolic array architecture was presented by [<xref ref-type="bibr" rid="scirp.52892-ref41">41</xref>] . Thereafter, a rhotrix multiplication on two-dimensional process grid topologies was carried out by [<xref ref-type="bibr" rid="scirp.52892-ref42">42</xref>] . The concept of rhotrix linear transformation with a number of theorems was presented by [<xref ref-type="bibr" rid="scirp.52892-ref43">43</xref>] . An investigation of rhotrices and its elementary row operations was carried out in [<xref ref-type="bibr" rid="scirp.52892-ref44">44</xref>] .</p></sec></sec><sec id="s3"><title>3. Analysis</title><p>In this section, we present two tables for the analysis of articles in the literature review of rhotrix theory. In <xref ref-type="table" rid="table3">Table 3</xref>, we specify the number and percentage of articles on rhotrix theory from 2003 to the end of 2013 per rhotrix theory class.</p><p>The remarkable aspect of this literature review of articles on rhotrix theory is that authors following the class of commutative rhotrix theory enjoy the commutative property associated with the heart based method for rhotrix multiplication. For this reason, a number of abstract structures such as rhotrix groups, rhotrix semigroups, rhotrix rings, rhotrix Boolean algebra, rhotrix topological spaces, rhotrix metric spaces, rhotrix graphical trees called rhomtrees were developed. Furthermore, rhotrix finite fields, rhotrix exponent rule and their applications to special series, polynomial equations and polynomial rings over rhotrices were developed.</p><p>On the other hand, the contributory authors working on non-commutative rhotrix theory focus their researches majorly on extending the properties of matrices to rhotrices. Their inspirations came from the works of Sani [<xref ref-type="bibr" rid="scirp.52892-ref25">25</xref>] [<xref ref-type="bibr" rid="scirp.52892-ref26">26</xref>] in his papers on conversion of rhotrix to a special matrix termed as coupled matrix. These articles made several authors to study analogous properties of matrices to rhotrices.</p><p>Now, it is also pertinent for us to mention here that authors use the same symbol “<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x72.png" xlink:type="simple"/></inline-formula>” to denote both heart based rhotrix multiplication and row-column based rhotrix multiplication in their research papers. That could confuse readers as per which of the multiplication method was intended, particularly, when an algebraic structure is denoted as a pair. So to ensure clarity, it would be better for interested authors to use the symbol “<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x73.png" xlink:type="simple"/></inline-formula>” to denote heart based rhotrix multiplication and the symbol “<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-2230066x74.png" xlink:type="simple"/></inline-formula>” to denote row-column based rhotrix multiplication in the future works.</p><p>In over all, we can say that from 2003 to 2013, the class of non-commutative rhotrix theory has more than 9% of articles in the literature of rhotrix theory than the class of commutative rhotrix theory.</p></sec><sec id="s4"><title>4. Conclusion</title><p>In conclusion, we have presented a survey of articles on rhotrix theory starting from the year 2003 when the concept was initiated up to 2013. We have also classified the articles on rhotrix theory into two classes as commutative rhotrix theory and non-commutative rhotrix theory. It was shown in our analysis that the class of non- commutative rhotrix theory possessed 54.46% of articles in the literature of rhotrix theory while the class of commutative rhotrix theory possessed 45.24% of the articles.</p></sec><sec id="s5"><title>Acknowledgements</title><p>We wish to thank the unknown reviewers for their helpful suggestions. We also wish to thank Ahmadu Bello University, Zaria, Nigeria for funding this relatively new area of research.</p></sec></body><back><ref-list><title>References</title><ref id="scirp.52892-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Ajibade, A.O. (2003) The Concept of Rhotrix in Mathematical Enrichment. 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