<?xml version="1.0" encoding="utf-8"?>
<journal>
<title>International Journal of Applied Operational Research</title>
<title_fa>ژورنال بین المللی پژوهش عملیاتی</title_fa>
<short_title>International Journal of Applied Operational Research - An Open Access Journal</short_title>
<subject>Basic Sciences</subject>
<web_url>http://ijorlu.lahijan.iau.ir</web_url>
<journal_hbi_system_id>1</journal_hbi_system_id>
<journal_hbi_system_user>admin</journal_hbi_system_user>
<journal_id_issn>2251-6867</journal_id_issn>
<journal_id_issn_online>2251-9432</journal_id_issn_online>
<journal_id_pii>8</journal_id_pii>
<journal_id_doi>7</journal_id_doi>
<journal_id_iranmedex></journal_id_iranmedex>
<journal_id_magiran></journal_id_magiran>
<journal_id_sid>14</journal_id_sid>
<journal_id_nlai>8888</journal_id_nlai>
<journal_id_science>13</journal_id_science>
<language>en</language>
<pubdate>
	<type>jalali</type>
	<year>1405</year>
	<month>1</month>
	<day>1</day>
</pubdate>
<pubdate>
	<type>gregorian</type>
	<year>2026</year>
	<month>4</month>
	<day>1</day>
</pubdate>
<volume>14</volume>
<number>2</number>
<publish_type>online</publish_type>
<publish_edition>1</publish_edition>
<article_type>fulltext</article_type>
<articleset>
	<article>


	<language>en</language>
	<article_id_doi></article_id_doi>
	<title_fa></title_fa>
	<title>Ranking using TOPSIS method and discriminant analysis model in data envelopment analysis (DEA/DA-TOPSIS)</title>
	<subject_fa>تخصصي</subject_fa>
	<subject>Special</subject>
	<content_type_fa>پژوهشي</content_type_fa>
	<content_type>Research</content_type>
	<abstract_fa></abstract_fa>
	<abstract>&lt;span style=&quot;font-size:11pt&quot;&gt;&lt;span style=&quot;line-height:normal&quot;&gt;&lt;span style=&quot;text-autospace:none&quot;&gt;&lt;span style=&quot;unicode-bidi:embed&quot;&gt;&lt;span calibri=&quot;&quot; style=&quot;font-family:&quot;&gt;&lt;span lang=&quot;EN-US&quot; new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;Many decisions are so complex that the analyst is different from the person making the final decision. Despite the wide domain of applications of multi-criteria decisions in the real world, this approach also has its limitations and challenges. It is up to the analyst to determine which method to use (to determine the weight or evaluate options) or in what situation to use only part of the method. There exist many various ranking methods for ranking efficient Decision-Making Units (DMU&lt;sub&gt;S&lt;/sub&gt;) in Data Envelopment Analysis (DEA). Nevertheless, since each of these methods considers a certain theory for ranking, they may give different ranks. In practice, select a ranking method, the results of which the Decision Maker (DM) would be able to confident is an important topic. In this paper, we consider some CCR (Charnes, Cooper and Rhodes) efficient DMU&lt;sub&gt;S&lt;/sub&gt; and then rank them by using some ranking methods, each of which is significant. Afterward, by using TOPSIS and Discriminant Analysis (DA) method, we propose the ranks of efficient DMU&lt;sub&gt;S&lt;/sub&gt;&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;FA&quot; new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;.&lt;/span&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family:&quot;Times New Roman&quot;,serif&quot;&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;</abstract>
	<keyword_fa></keyword_fa>
	<keyword>Ranking, Efficiency Evaluation, Data Envelopment Analysis, Discriminant Analysis, TOPSIS Technique.</keyword>
	<start_page>79</start_page>
	<end_page>88</end_page>
	<web_url>http://ijorlu.lahijan.iau.ir/browse.php?a_code=A-10-56-4&amp;slc_lang=en&amp;sid=1</web_url>


<author_list>
	<author>
	<first_name>S.</first_name>
	<middle_name></middle_name>
	<last_name>Roushanzamir</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>roushan_z@yahoo.com</email>
	<code>10031947532846002589</code>
	<orcid>10031947532846002589</orcid>
	<coreauthor>Yes
</coreauthor>
	<affiliation>‌‌Department of Mathematics, SR.C., Islamic Azad University, Tehran, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


	<author>
	<first_name>M.</first_name>
	<middle_name></middle_name>
	<last_name>Rostamy Malkhlifeh</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>rostamy@srbiau.ac.ir</email>
	<code>10031947532846002590</code>
	<orcid>10031947532846002590</orcid>
	<coreauthor>No</coreauthor>
	<affiliation>‌‌Department of Mathematics, SR.C., Islamic Azad University, Tehran, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


	<author>
	<first_name>F.</first_name>
	<middle_name></middle_name>
	<last_name>Hosseinzadeh Lotfi</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>hosseinzadeh_lotf@yahoo.com</email>
	<code>10031947532846002591</code>
	<orcid>10031947532846002591</orcid>
	<coreauthor>No</coreauthor>
	<affiliation>‌‌Department of Mathematics, SR.C., Islamic Azad University, Tehran, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


</author_list>


	</article>
</articleset>
</journal>
