<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2227-1899</journal-id>
<journal-title><![CDATA[Revista Cubana de Ciencias Informáticas]]></journal-title>
<abbrev-journal-title><![CDATA[RCCI]]></abbrev-journal-title>
<issn>2227-1899</issn>
<publisher>
<publisher-name><![CDATA[Editorial Ediciones Futuro]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2227-18992022000200068</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Implementation patterns to extend the search-based reduction Model of MTest.search]]></article-title>
<article-title xml:lang="es"><![CDATA[Patrones de implementación para extender el Modelo de reducción basado en búsquedas de MTest.search]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Güemes Esperón]]></surname>
<given-names><![CDATA[Alejandro Miguel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Delgado Dapena]]></surname>
<given-names><![CDATA[Martha Dunia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Moreno Espino]]></surname>
<given-names><![CDATA[Mailyn]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Loor Intriago]]></surname>
<given-names><![CDATA[José Miguel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Tecnológica de La Habana &#8220;José Antonio Echeverría&#8221;, Cujae Facultad de Ingeniería Informática ]]></institution>
<addr-line><![CDATA[ La Habana]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Técnica de Manabí  ]]></institution>
<addr-line><![CDATA[ Manabí]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<volume>16</volume>
<numero>2</numero>
<fpage>68</fpage>
<lpage>84</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S2227-18992022000200068&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S2227-18992022000200068&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S2227-18992022000200068&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT The process of generating test cases contributes to the quality of software products, detecting as many errors as possible. The design stage of test cases from test values is a challenging task, so its automation is necessary to increase the effectiveness to detect errors and reduce cost. Metaheuristic algorithms such as genetic algorithms, simulated annealing, and tabu search have been successfully applied to solve the combinatorial explosion of automatic test suite generation. The MTest.search model for automatic unit test generation has domain model extension, test, and execution mechanisms defined. In this work, implementation patterns are presented to extend the search-based reduction model. This proposal allows incorporating new configurations of the optimization problem to generate combinations of test values obtaining reduced test suites. To validate the proposed solution, case studies were defined based on the analysis of extensions implemented following the patterns defined in this work and the resulting test cases. In the implemented extensions, the significance criterion of the test values and of the paths/scenarios was introduced to obtain reduced test suites with greater potential to detect errors.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN El proceso de generación de casos de pruebas contribuye a la calidad de los productos de software, detectando la mayor cantidad de errores posibles. La etapa de diseño de los casos de pruebas a partir de valores de prueba, constituye una tarea desafiante, por lo que es necesaria su automatización para elevar la efectividad para detectar errores y disminuir el costo. Algoritmos metaheurísticos como algoritmos genéticos, recocido simulado y búsqueda tabú se han aplicado con éxito para resolver la explosión combinatoria de la generación automática de la suite de prueba. El modelo MTest.search para la generación automática de pruebas unitarias tiene definidos mecanismos de extensión del modelo de dominio, de prueba y de ejecución. En este trabajo se presentan patrones de implementación para extender el modelo de reducción basado en búsquedas. Esta propuesta permite incorporar nuevas configuraciones del problema de optimización para generar combinaciones de valores de pruebas obteniendo suites de pruebas reducidas. Para validar la solución propuesta se definieron casos de estudios a partir del análisis de extensiones implementadas siguiendo los patrones definidos en este trabajo y de los casos de pruebas resultantes. En las extensiones implementadas se introdujo el criterio de significación de los valores de prueba y de los caminos/escenarios para obtener suites de pruebas reducidas con mayor potencialidad para detectar errores.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[software quality]]></kwd>
<kwd lng="en"><![CDATA[software tests]]></kwd>
<kwd lng="en"><![CDATA[reduced test suites]]></kwd>
<kwd lng="en"><![CDATA[metaheuristic algorithms]]></kwd>
<kwd lng="es"><![CDATA[calidad de software]]></kwd>
<kwd lng="es"><![CDATA[pruebas de software]]></kwd>
<kwd lng="es"><![CDATA[suites de pruebas reducidas]]></kwd>
<kwd lng="es"><![CDATA[algoritmos metaheurísticos]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Al-Sammarraie]]></surname>
<given-names><![CDATA[Hn]]></given-names>
</name>
<name>
<surname><![CDATA[Jawawi]]></surname>
<given-names><![CDATA[Dn]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multiple Black Hole Inspired Meta-Heuristic Searching Optimization For Combinatorial Testing]]></article-title>
<source><![CDATA[Ieee Access]]></source>
<year>2020</year>
<volume>8</volume>
<page-range>33406-18</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ashritha]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Padmashree]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Machine Learning For Automation Software Testing Challenges, Use Cases Advantages &amp; Disadvantages]]></article-title>
<source><![CDATA[International Journal Of Science And Research Technology]]></source>
<year>2020</year>
<volume>5</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>1301-7</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Balera]]></surname>
<given-names><![CDATA[Jm]]></given-names>
</name>
<name>
<surname><![CDATA[Va]]></surname>
<given-names><![CDATA[Junior]]></given-names>
</name>
</person-group>
<source><![CDATA[A Systematic Mapping Addressing Hyper-Heuristics Within Search-Based Software Testing]]></source>
<year>2019</year>
<volume>114</volume>
<page-range>176-89</page-range><publisher-name><![CDATA[Information And Software Technology]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Blé]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Agile Design With Tdd]]></source>
<year>2020</year>
<publisher-name><![CDATA[Creative Commons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
<name>
<surname><![CDATA[Macías]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Verona]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Fernández]]></surname>
<given-names><![CDATA[Pb]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Model For Automatic Generation Of Search-Based Early Tests]]></article-title>
<source><![CDATA[Computación Y Sistemas]]></source>
<year>2017</year>
<volume>21</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>503-13</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Felbinger]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Wotawa]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Nica]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Adapting Unit Test By Generating Combinatorial Test Data]]></source>
<year>2018</year>
<page-range>352-5</page-range><publisher-name><![CDATA[Ieee International Conference On Software Testing, Verification And Validation Workshops (Icstw),]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fernández]]></surname>
<given-names><![CDATA[Pb]]></given-names>
</name>
<name>
<surname><![CDATA[Cantillo]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
<name>
<surname><![CDATA[Rosete]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Yáñez]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Generation Of Test Value Combinations Using Metaheuristics]]></article-title>
<source><![CDATA[Revista De Ingeniería Industrial]]></source>
<year>2016</year>
<volume>37</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>200-7</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Güemes]]></surname>
<given-names><![CDATA[Am]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<source><![CDATA[Implementation Of Grammatical Structures In The Antlr Tool (Another Tool For Language Recognition) With A View To Obtaining The Flow Control Graph]]></source>
<year>2018</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[19th Scientific Convention On Engineering And Architecture]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Güemes]]></surname>
<given-names><![CDATA[Am]]></given-names>
</name>
</person-group>
<source><![CDATA[Components For The Genera-Tion Of Junit Test Code From Java Source Code]]></source>
<year>2020</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[Technological University Of Havana "José Antonio Echeverría", Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Güemes]]></surname>
<given-names><![CDATA[Am]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Implementation Patterns To Extend Test Code Generation To New Languages In Gecodp]]></article-title>
<source><![CDATA[Revista Cubana De Ciencias Informáticas]]></source>
<year>2021</year>
<volume>15</volume>
<numero>Special No. Uciencia</numero>
<issue>Special No. Uciencia</issue>
<page-range>93-110</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Harikarthik]]></surname>
<given-names><![CDATA[Sk]]></given-names>
</name>
<name>
<surname><![CDATA[Palanisamy]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Ra-Manathan]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Test Suite Selection In Regression Testing With Test Case Prioritization Using Modified And Whale Optimization Algorithm]]></article-title>
<source><![CDATA[Cluster Computing]]></source>
<year>2019</year>
<volume>22</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>11425-34</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Henry]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<source><![CDATA[Extension Component Of The Search-Based Reduction Model Of Mtest.Search]]></source>
<year>2021</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[Technological University Of Havana "José Antonio Echeverría", Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="">
<collab>Junit</collab>
<source><![CDATA[Official Junit Site]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Khari]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Sinha]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Herrera]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Cre-Spo]]></surname>
<given-names><![CDATA[Rg]]></given-names>
</name>
</person-group>
<source><![CDATA[On The Use Of Meta-Heuristic Algorithms For Automated Test Suite Generation In Software Testing]]></source>
<year>2021</year>
<page-range>149-97</page-range><publisher-name><![CDATA[Toward Humanoid Robots: The Role Of Fuzzy Sets: A Handbook On Theory And Applications]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
<name>
<surname><![CDATA[Güemes]]></surname>
<given-names><![CDATA[Am]]></given-names>
</name>
</person-group>
<source><![CDATA[Gecodp: Tool For Generating Test Code Integrated Into Production Environments]]></source>
<year>2019</year>
<month>-B</month>
<page-range>649-56</page-range><publisher-name><![CDATA[22nd Ibero-American Conference On Software Engineering (Cibse 2019]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Fernández]]></surname>
<given-names><![CDATA[Pb]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gecap: Unit Testing Case Generation From Java Source Code]]></article-title>
<source><![CDATA[Polibits]]></source>
<year>2018</year>
<volume>57</volume>
<page-range>67-73</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<source><![CDATA[Component For The Automatic Generation Of Unit Test Cases]]></source>
<year>2016</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[Tech-Nological University Of Havana "José Antonio Eche-Verría", Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<source><![CDATA[Extensions To Mtest.Search For The Automatic Generation Of Unit Tests In Different Languages]]></source>
<year>2019</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[Technological University Of Havana "José Antonio Echeverría", Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Loor]]></surname>
<given-names><![CDATA[Jm]]></given-names>
</name>
</person-group>
<source><![CDATA[Prioritization Of Test Cases In Agile Development Environments]]></source>
<year>2019</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[Technological University Of Havana "José Antonio Echeverría", Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Macías]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado]]></surname>
<given-names><![CDATA[Md]]></given-names>
</name>
<name>
<surname><![CDATA[Fajardo]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Larrosa]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Functional Test Case Value Generator]]></article-title>
<source><![CDATA[Lámpsakos]]></source>
<year>2016</year>
<volume>15</volume>
<page-range>51-8</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mishra]]></surname>
<given-names><![CDATA[Db]]></given-names>
</name>
<name>
<surname><![CDATA[Mishra]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Das]]></surname>
<given-names><![CDATA[Kn]]></given-names>
</name>
<name>
<surname><![CDATA[Acharya]]></surname>
<given-names><![CDATA[Aa]]></given-names>
</name>
</person-group>
<source><![CDATA[Test Case Generation And Optimization For Critical Path Testing Using Genetic Algorithm]]></source>
<year>2019</year>
<page-range>67-80</page-range><publisher-loc><![CDATA[Singapore ]]></publisher-loc>
<publisher-name><![CDATA[Soft Computing For Problem Solving]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Musa]]></surname>
<given-names><![CDATA[Ja]]></given-names>
</name>
<name>
<surname><![CDATA[Romli]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Yusoff]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An Analysis On The Applicability Of Meta-Heuristic Searching Techniques For Automated Test Data Gen-Eration In Automatic Programming Assessment]]></article-title>
<source><![CDATA[Baghdad Science Journal]]></source>
<year>2019</year>
<volume>16</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>515-33</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Myers]]></surname>
<given-names><![CDATA[Gj]]></given-names>
</name>
<name>
<surname><![CDATA[Badgett]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Thomas]]></surname>
<given-names><![CDATA[Tm]]></given-names>
</name>
<name>
<surname><![CDATA[Sandler]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[The Art Of Software Testing]]></source>
<year>2012</year>
<publisher-loc><![CDATA[United States Of America ]]></publisher-loc>
<publisher-name><![CDATA[John Wiley &amp; Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="">
<collab>Nunit</collab>
<source><![CDATA[Official Site Of Nunit]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Oliinyk]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Oleksiuk]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
</person-group>
<source><![CDATA[Automation In Software Testing, Can We Automate Anything We Want]]></source>
<year>2019</year>
<page-range>224-34</page-range><publisher-loc><![CDATA[Ukraine ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 2nd Student Workshop On Computer Science &amp; Software Engineering]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pandey]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Banerjee]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Test Suite Optimization Using Chaotic Firefly Algorithm In Software Testing]]></source>
<year>2021</year>
<page-range>722-39</page-range><publisher-name><![CDATA[Research Anthology Recent Trends, Tools, And Implications Of Computer Programming]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Polo]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Ruiz]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<source><![CDATA[Test Case Generation With Regular Expressions And Combinatorial Techniques]]></source>
<year>2017</year>
<page-range>189-98</page-range><publisher-loc><![CDATA[Tokyo, Japan ]]></publisher-loc>
<publisher-name><![CDATA[10th Ieee International Conference On Software Testing, Verification And Validation Workshops]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pressman]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Maxim]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[Software Engineering. A Practitioner's Approach]]></source>
<year>2015</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Mcgrawhill Education]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rojas]]></surname>
<given-names><![CDATA[Dm]]></given-names>
</name>
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<source><![CDATA[Component For The Automatic Generation Of Interesting Unit Test Values Using Loop And Condition Techniques]]></source>
<year>2016</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[&#8220;José Antonio Echeverría&#8221; Technological University Of Havana, Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Serna]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Tamayo]]></surname>
<given-names><![CDATA[Pa]]></given-names>
</name>
</person-group>
<source><![CDATA[&#8220;A Model To Determine The Maturity Of Software Test Automation As An Area Of Research And Development&#8221;]]></source>
<year>2017</year>
<volume>21</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>337-52</page-range><publisher-name><![CDATA[C Omputation And Systems]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Serna]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Tamayo]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[De Envigado]]></surname>
<given-names><![CDATA[Iu]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Review Of The Reality Of Software Test Automation]]></article-title>
<source><![CDATA[Computación Y Sistemas]]></source>
<year>2019</year>
<volume>23</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>169-83</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Saha]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Test Sequence Generation In State Based Testing Using Month Flame Optimization Algorithm]]></article-title>
<source><![CDATA[Journal Of Intelligent &amp; Fuzzy Systems]]></source>
<year>2018</year>
<volume>35</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>5203-15</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Verona]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Automatic Generation Of Functional Test Cases From User Stories]]></source>
<year>2018</year>
<publisher-loc><![CDATA[Havana ]]></publisher-loc>
<publisher-name><![CDATA[Technological University Of Havana "José Antonio Echeverría", Cujae]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Jm]]></given-names>
</name>
<name>
<surname><![CDATA[Harman]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Ma]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<source><![CDATA[Machine Learning Testing: Survey, Landscapes And Horizons]]></source>
<year>2020</year>
<publisher-name><![CDATA[Ieee Transactions On Software Engi-Neering]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhu]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Jiao]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<source><![CDATA[Improving Search-Based Software Testing By Constraint-Based Genetic Operators]]></source>
<year>2019</year>
<publisher-name><![CDATA[Genetic And Evolutionary Computation Conference (Gecco'19),]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
