<?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>S2227-18992023000200001</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Integración de técnicas de visualización a la metaheurística Algoritmo Genético]]></article-title>
<article-title xml:lang="en"><![CDATA[Integration of visualization techniques to the Genetic Algorithm metaheuristic]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cassola Bacallao]]></surname>
<given-names><![CDATA[José Manuel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Morfa Hernández]]></surname>
<given-names><![CDATA[Andy]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pérez Risquet]]></surname>
<given-names><![CDATA[Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Central &#8220;Marta Abreu&#8221; de Las Villas Centro de Investigaciones Informáticas ]]></institution>
<addr-line><![CDATA[Santa Clara Villa Clara]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2023</year>
</pub-date>
<volume>17</volume>
<numero>2</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S2227-18992023000200001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S2227-18992023000200001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S2227-18992023000200001&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN El proceso de solución de problemas de optimización constituye una ciencia en constante desarrollo. Las técnicas de interacción visual para apoyar algoritmos metaheurísticos representan una atractiva variante en el progreso de la misma, gracias a las ventajas que pueden ofrecer el análisis e interacción de un usuario en tiempo de ejecución de un algoritmo. Este artículo propone una serie de interacciones y visualizaciones integrada a una variante de la metaheurística Algoritmo Genético, con el objetivo de optimizar los resultados al resolver el Problema del Viajero Vendedor y el Problema de Ruteo de Vehículos. Dicho procedimiento trajo como resultado el desarrollo de una herramienta a la cual se le realizaron las pruebas pertinentes, mostrando la eficiencia de la integración realizada y la superioridad de los resultados obtenidos con asistencia del usuario.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT The optimization problem solving process is an ever-evolving science. The visual interaction techniques to support metaheuristic algorithms represent an attractive variant in its progress, thanks to the advantages that the analysis and interaction of a user at runtime of an algorithm can offer. This article proposes a series of interactions and visualizations integrated into a variant of the Genetic Algorithm metaheuristic with the aim of optimizing the results when solving the Travelling Salesman Problem and the Vehicle Routing Problem. This procedure resulted in the development of a software tool to which the pertinent tests were carried out, showing the efficiency of the achieved integration and the superiority of the results obtained with the assistance of the user.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[algoritmo genético]]></kwd>
<kwd lng="es"><![CDATA[problema del viajero vendedor]]></kwd>
<kwd lng="es"><![CDATA[problema de ruteo de vehículos]]></kwd>
<kwd lng="es"><![CDATA[interacción]]></kwd>
<kwd lng="es"><![CDATA[visualización]]></kwd>
<kwd lng="en"><![CDATA[genetic algorithm]]></kwd>
<kwd lng="en"><![CDATA[travelling salesman problem]]></kwd>
<kwd lng="en"><![CDATA[vehicle routing problem]]></kwd>
<kwd lng="en"><![CDATA[interaction]]></kwd>
<kwd lng="en"><![CDATA[visualization]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Applegate]]></surname>
<given-names><![CDATA[D.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Bixby]]></surname>
<given-names><![CDATA[R.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Chvátal]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Cook]]></surname>
<given-names><![CDATA[W.J]]></given-names>
</name>
</person-group>
<source><![CDATA[The Travelling Salesman Problem]]></source>
<year>2006</year>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Asif]]></surname>
<given-names><![CDATA[N.A]]></given-names>
</name>
<name>
<surname><![CDATA[Sarker]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Chakrabortty]]></surname>
<given-names><![CDATA[R.K]]></given-names>
</name>
<name>
<surname><![CDATA[Ryan]]></surname>
<given-names><![CDATA[M.J]]></given-names>
</name>
<name>
<surname><![CDATA[Ahamed]]></surname>
<given-names><![CDATA[M.H]]></given-names>
</name>
<name>
<surname><![CDATA[Saha]]></surname>
<given-names><![CDATA[D.K]]></given-names>
</name>
<name>
<surname><![CDATA[Badal]]></surname>
<given-names><![CDATA[F.R]]></given-names>
</name>
<name>
<surname><![CDATA[Das]]></surname>
<given-names><![CDATA[S.K]]></given-names>
</name>
<name>
<surname><![CDATA[Ali]]></surname>
<given-names><![CDATA[M.F]]></given-names>
</name>
<name>
<surname><![CDATA[Moyeen]]></surname>
<given-names><![CDATA[S.I]]></given-names>
</name>
<name>
<surname><![CDATA[Islam]]></surname>
<given-names><![CDATA[M.R]]></given-names>
</name>
<name>
<surname><![CDATA[Tasneem]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Graph Neural Network: A Comprehensive Review On Non-Euclidean Space]]></article-title>
<source><![CDATA[Ieee Access]]></source>
<year>2021</year>
<volume>9</volume>
<page-range>60588-606</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aydemir]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Karagul]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Solving A Periodic Capacitated Vehicle Routing Problem Using Simulated Annealing Algorithm For A Manufacturing Company]]></article-title>
<source><![CDATA[Brazilian Journal Of Operations &amp;Amp; Production Management]]></source>
<year>2020</year>
<volume>17</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-13</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Guan]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Du]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Survey On Visualization Approaches For Exploring Association Relationships In Graph Data]]></article-title>
<source><![CDATA[Journal Of Visualization]]></source>
<year>2019</year>
<volume>22</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>625-39</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chuzhoy]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Nanongkai]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Peng]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Saranurak]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<source><![CDATA[A Deterministic Algorithm For Balanced Cut With Applications To Dynamic Connectivity, Flows, And Beyond. 2020 Ieee 61st Annual Symposium On Foundations Of Computer Science (Focs)]]></source>
<year>2020</year>
<page-range>1158-67</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dantzig]]></surname>
<given-names><![CDATA[G.B]]></given-names>
</name>
<name>
<surname><![CDATA[Ramser]]></surname>
<given-names><![CDATA[J.H]]></given-names>
</name>
</person-group>
<source><![CDATA[The Truck Dispatching Problem]]></source>
<year>1959</year>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[De Barros]]></surname>
<given-names><![CDATA[R.S.M]]></given-names>
</name>
<name>
<surname><![CDATA[Hidalgo]]></surname>
<given-names><![CDATA[J.I.G]]></given-names>
</name>
<name>
<surname><![CDATA[De Lima Cabral]]></surname>
<given-names><![CDATA[D.R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Wilcoxon Rank Sum Test Drift Detector]]></article-title>
<source><![CDATA[Neurocomputing]]></source>
<year>2018</year>
<volume>275</volume>
<page-range>1954-63</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dokeroglu]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Sevinc]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Kucukyilmaz]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Cosar]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Survey On New Generation Metaheuristic Algorithms]]></article-title>
<source><![CDATA[Computers &amp; Industrial Engineering]]></source>
<year>2019</year>
<volume>137</volume>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fleitas Perdomo]]></surname>
<given-names><![CDATA[A.A]]></given-names>
</name>
</person-group>
<source><![CDATA[Integración De Técnicas De Visualización Para El Algoritmo De Búsqueda Metaheurística Recocido Simulado]]></source>
<year>2018</year>
<publisher-loc><![CDATA[S.L. ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Central «Marta Abreu» De Las Villas]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Greco Chandía]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Resolviendo El Problema De Cobertura Del Vendedor Viajero Generalizado Con Búsqueda Heurística]]></source>
<year>2020</year>
<publisher-loc><![CDATA[S.L. ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Andrés Bello]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hariyadi]]></surname>
<given-names><![CDATA[P.M]]></given-names>
</name>
<name>
<surname><![CDATA[Nguyen]]></surname>
<given-names><![CDATA[P.T]]></given-names>
</name>
<name>
<surname><![CDATA[Iswanto]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Sudrajat]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Traveling Salesman Problem Solution Using Genetic Algorithm]]></article-title>
<source><![CDATA[Journal Of Critical Reviews]]></source>
<year>2020</year>
<volume>7</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>56-61</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Holland]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Adaptation In Natural And Artificial Systems]]></source>
<year>1975</year>
<publisher-loc><![CDATA[Michigan ]]></publisher-loc>
<publisher-name><![CDATA[University Of Michigan Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Houssein]]></surname>
<given-names><![CDATA[E.H]]></given-names>
</name>
<name>
<surname><![CDATA[Mahdy]]></surname>
<given-names><![CDATA[M.A]]></given-names>
</name>
<name>
<surname><![CDATA[Shebl]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Mohamed]]></surname>
<given-names><![CDATA[W.M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Survey Of Metaheuristic Algorithms For Solving Optimization Problems]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Oliva]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Houssein]]></surname>
<given-names><![CDATA[E.H]]></given-names>
</name>
<name>
<surname><![CDATA[Hinojosa]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Metaheuristics In Machine Learning: Theory And Applications]]></source>
<year>2021</year>
<publisher-loc><![CDATA[Cham ]]></publisher-loc>
<publisher-name><![CDATA[Springer International Publishing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jia]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Lichti]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Comparison Of Simulated Annealing, Genetic Algorithm And Particle Swarm Optimization In Optimal First-Order Design Of Indoor Tls Networks]]></article-title>
<source><![CDATA[Isprs Annals Of Photogrammetry, Remote Sensing &amp; Spatial Information Sciences]]></source>
<year>2017</year>
<volume>4</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>18-22</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jiang]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Lu]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Tian]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Qiu]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An Evolutionary Algorithm For Solving Capacitated Vehicle Routing Problems By Using Local Information]]></article-title>
<source><![CDATA[Applied Soft Computing]]></source>
<year>2022</year>
<volume>117</volume>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Ding]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Sherratt]]></surname>
<given-names><![CDATA[R.S]]></given-names>
</name>
<name>
<surname><![CDATA[Park]]></surname>
<given-names><![CDATA[J.H]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Parameterized Algorithms Of Fundamental Np-Hard Problems: A Survey]]></article-title>
<source><![CDATA[Human-Centric Computing And Information Sciences]]></source>
<year>2020</year>
<volume>10</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[López Gutiérrez]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Métodos Matemáticos De Optimización]]></article-title>
<source><![CDATA[El Algoritmo Simplex]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Manoukian]]></surname>
<given-names><![CDATA[E.B]]></given-names>
</name>
</person-group>
<source><![CDATA[Mathematical Nonparametric Statistics]]></source>
<year>2022</year>
<publisher-loc><![CDATA[S.L. ]]></publisher-loc>
<publisher-name><![CDATA[Taylor &amp; Francis]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Martig]]></surname>
<given-names><![CDATA[S.R]]></given-names>
</name>
<name>
<surname><![CDATA[Castro]]></surname>
<given-names><![CDATA[S.M]]></given-names>
</name>
</person-group>
<source><![CDATA[Visualización De Grafos]]></source>
<year>2000</year>
<publisher-name><![CDATA[Bahía Blanca]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mirjalili]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic Algorithm]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Mirjalili]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Evolutionary Algorithms And Neural Networks: Theory And Applications]]></source>
<year>2019</year>
<page-range>43-55</page-range><publisher-loc><![CDATA[Cham ]]></publisher-loc>
<publisher-name><![CDATA[Springer International Publishing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mitchell]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[L. D. Davis, Handbook Of Genetic Algorithms]]></source>
<year>1998</year>
<publisher-loc><![CDATA[S.L. ]]></publisher-loc>
<publisher-name><![CDATA[Elsevier Science B.V]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Morfa Hernández]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Oves García]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Vázquez Rodríguez]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Pérez Risquet]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Integration Of Visualization Techniques To Algorithms Of Optimization Of The Metaheuristics Ant Colony]]></article-title>
<source><![CDATA[Computación Y Sistemas]]></source>
<year>2018</year>
<volume>22</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>215-22</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nayar]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Gautam]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Singh]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Mehta]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ant Colony Optimization: A Review Of Literature And Application In Feature Selection]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Smys]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Balas]]></surname>
<given-names><![CDATA[V.E]]></given-names>
</name>
<name>
<surname><![CDATA[Kamel]]></surname>
<given-names><![CDATA[K.A]]></given-names>
</name>
<name>
<surname><![CDATA[Lafata]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Inventive Computation And Information Technologies]]></source>
<year>2021</year>
<page-range>285-97</page-range><publisher-loc><![CDATA[Singapore ]]></publisher-loc>
<publisher-name><![CDATA[Springer Singapore]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Oliinyk]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Ievgen Stepanenko]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Rud]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Goncharenko]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<collab>Fedorchenko</collab>
<source><![CDATA[Implementation Of Evolutionary Methods Of Solving The Travelling Salesman Problem In A Robotic Warehouse. Data-Centric Business And Applications]]></source>
<year>2021</year>
<page-range>263-92</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Papazoglou]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Biskas]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Review And Comparison Of Genetic Algorithm And Particle Swarm Optimization In The Optimal Power Flow Problem]]></article-title>
<source><![CDATA[Energies]]></source>
<year>2023</year>
<volume>16</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Peres]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Castelli]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Combinatorial Optimization Problems And Metaheuristics: Review, Challenges, Design, And Development]]></article-title>
<source><![CDATA[Applied Sciences]]></source>
<year>2021</year>
<volume>11</volume>
<numero>14</numero>
<issue>14</issue>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Visualización De Datos Utilizando Grafos: Ejemplos De Aplicación]]></article-title>
<source><![CDATA[Centro De Estudios De Administración]]></source>
<year>2017</year>
<volume>1</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>31-45</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sar]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Ghadimi]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Systematic Literature Review Of The Vehicle Routing Problem In Reverse Logistics Operations]]></article-title>
<source><![CDATA[Computers &amp; Industrial Engineering]]></source>
<year>2023</year>
<volume>177</volume>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shi]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Neural Network Methods For Solving Traveling Salesman Problem]]></article-title>
<source><![CDATA[The 8th International Conference On Information Technology And Quantitative Management (Itqm 2020 &amp;Amp; 2021): Developing Global Digital Economy After Covid-19, Procedia Computer Science]]></source>
<year>2022</year>
<volume>199</volume>
<page-range>681-6</page-range></nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Sheu]]></surname>
<given-names><![CDATA[J.-B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Vehicle Routing Problem With Drones]]></article-title>
<source><![CDATA[Transportation Research Part B: Methodological]]></source>
<year>2019</year>
<volume>122</volume>
<page-range>350-64</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
