<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Rea Press</journal-id>
      <journal-id journal-id-type="publisher-id">null</journal-id>
      <journal-title>Rea Press</journal-title><issn pub-type="ppub">3009-3732</issn><issn pub-type="epub">3009-3732</issn><publisher>
      	<publisher-name>Rea Press</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">https://doi.org/10.31181/sa22202426</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group><subject>FRM, Fixed point, Hidden pattern, Unsupervised, Transgender, Decision making and optimization</subject></subj-group>
      </article-categories>
      <title-group>
        <article-title>A Decision-Making Approach for Studying Fuzzy Relational Maps under Uncertainty</article-title><subtitle>A Decision-Making Approach for Studying Fuzzy Relational Maps under Uncertainty</subtitle></title-group>
      <contrib-group><contrib contrib-type="author">
	<name name-style="western">
	<surname>Saraswathi</surname>
		<given-names>Appasamy </given-names>
	</name>
	<aff>Department of Mathematics, SRM Institute of Science and Technology, Kattankulathur – 603 203, Tamilnadu, India‎.</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname> Edalatpanah</surname>
		<given-names>Seyed Ahmad</given-names>
	</name>
	<aff>Computer Engineering and Mathematics Department, Morvarid Intelligent Industrial Systems Research Group, Iran.</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Hami Hassan Kiyadeh</surname>
		<given-names>Sanaz </given-names>
	</name>
	<aff>Department of Mathematics, The University of Alabama, Alabama, USA.</aff>
	</contrib></contrib-group>		
      <pub-date pub-type="ppub">
        <month>09</month>
        <year>2024</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>03</day>
        <month>09</month>
        <year>2024</year>
      </pub-date>
      <volume>2</volume>
      <issue>2</issue>
      <permissions>
        <copyright-statement>© 2024 Rea Press</copyright-statement>
        <copyright-year>2024</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.5/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</p></license>
      </permissions>
      <related-article related-article-type="companion" vol="2" page="e235" id="RA1" ext-link-type="pmc">
			<article-title>A Decision-Making Approach for Studying Fuzzy Relational Maps under Uncertainty</article-title>
      </related-article>
	  <abstract abstract-type="toc">
		<p>
			Every kid in the womb is initially a girl. It is over time and a series of changes that the kid turns into a boy or remains a girl. When these changes are incomplete, the kid becomes transgender. This model is more applicable when the data in the first place is an unsupervised one. To define FRM we need a domain space and range space, which are disjoint in the sense of concept. In this paper, we analyze the various problems of transgender in Chennai using Fuzzy Relational Maps (FRMs). This FRM method is best suited for this study. This method was introduced by Vasantha Kandaswamy and Sultana [1] in 2000. This paper contains five sections. The first section is introductory and deals with the basics of transgender issues. The second section deals with the preliminaries of the FRM Model. The third section lists the causes and causalities of the problems of transgender. These are arrived at through the linguistic questionnaire administered to 100 trans genders, 10 parents, and three NGO leaders who have been working for their rights and rehabilitations in Chennai City. In the fourth section, we analyze the interrelationship between the causes and causalities listed in the Domain and range spaces using the FRM Model. In the Final section we give the conclusion based on our studies and suggestions.     
		</p>
		</abstract>
    </article-meta>
  </front>
  <body></body>
  <back>
    <ack>
      <p>null</p>
    </ack>
  </back>
</article>