<?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>0124-8170</journal-id>
<journal-title><![CDATA[Ciencia e Ingeniería Neogranadina]]></journal-title>
<abbrev-journal-title><![CDATA[Cienc. Ing. Neogranad.]]></abbrev-journal-title>
<issn>0124-8170</issn>
<publisher>
<publisher-name><![CDATA[Universidad Militar Nueva Granada]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0124-81702020000100089</article-id>
<article-id pub-id-type="doi">10.18359/rcin.4131</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[A Data Fusion System for Simulating Critical Scenarios and Decision-Making]]></article-title>
<article-title xml:lang="es"><![CDATA[Un sistema de fusión de datos para la simulación de escenarios críticos y la toma de decisiones]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Flórez Zuluaga]]></surname>
<given-names><![CDATA[Jimmy Anderson]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Patiño Carrasco]]></surname>
<given-names><![CDATA[Esteban]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ortega Pabón]]></surname>
<given-names><![CDATA[Jose David]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gallego León]]></surname>
<given-names><![CDATA[Kelly]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Quintero Montoya]]></surname>
<given-names><![CDATA[O. Lucía]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Colombian Air Force Aerospace Technology Development Center for Defense (CETAD)  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="Af2">
<institution><![CDATA[,Colombian Air Force Aerospace Technology Development Center for Defense (CETAD)  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="Af3">
<institution><![CDATA[,Colombian Air Force Aerospace Technology Development Center for Defense (CETAD)  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="Af4">
<institution><![CDATA[,Colombian Air Force Aerospace Technology Development Center for Defense (CETAD)  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="Af5">
<institution><![CDATA[,Universidad EAFIT  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2020</year>
</pub-date>
<volume>30</volume>
<numero>1</numero>
<fpage>89</fpage>
<lpage>106</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0124-81702020000100089&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0124-81702020000100089&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0124-81702020000100089&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: Decision-making (DM) in critical environments is a complex process that can be simulated due to current telematic capabilities, which allow real-time interaction with large amounts of data. This document describes the proposed architecture from a research project conducted by the Colombian Air Force (FAC) Aerospace Technology Development Center for Defense (CETAD). Using computerized and expert system tools, such architecture allows creating a real-time computer environment for the decision-maker to evaluate their options and prepare for real events, simulating characteristics, resources, and strategies. This paper describes a research product that resulted in a simulation system, based on a combination of fuzzy logic, genetic algorithms, and decision trees. These contribute to modeling and simulating various entities and their automatic response according to simulated patterns and situations. Then, using operators, the decision-maker can modify entity behavior within parameterized restrictions and physical conditions. Also, based on business intelligence tools, reports are generated to evaluate the decisions made. This type of technology improves planning capacity and facilitates the decision-making process. The system allows simulating any media deployment in the context of national security and critical events. Thus, a case study is developed for implementing a support-oriented simulation in a natural disaster scenario.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: El proceso de toma de decisiones (TD) en entornos críticos es un proceso complejo que puede ser simulado gracias a las capacidades telemáticas actuales, que permiten interactuar con grandes cantidades de datos en tiempo real. Este documento describe la arquitectura planteada desde un proceso de investigación, desarrollado del Centro de Desarrollo de Tecnología Aeroespacial de la FAC (CETAD), que permitió utilizando herramientas computarizadas, basados en conocimiento experto, crear un entorno en el que el decisor evalué sus opciones preparándose para eventos reales, simulando las características del proceso de TD en tiempo, recursos y estrategias en un entorno en tiempo real. Este documento describe el producto de una investigación que dio como resultado un sistema de simulación con una arquitectura basada que combina lógica difusa, algoritmos genéticos y árboles de decisiones con los que se puede modelar diversas entidades y su respuesta automática de acuerdo a los patrones y situaciones simuladas, en la que a través de operadores el decisor puede modificar las instrucciones para las entidades dentro de unas restricciones parametrizadas que obedecen a condiciones físicas. También basado en técnicas de inteligencia de negocios, se generan informes para evaluar las decisiones tomadas. Este tipo de tecnologías mejora la capacidad de planificación y facilitar el proceso de toma de decisiones. Este sistema permite simular cualquier despliegue de medios en el contexto de la seguridad nacional y eventos críticos. Así, se desarrolló un estudio de caso para la implementación de una simulación orientada al soporte en el escenario de un desastre natural.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Critical system]]></kwd>
<kwd lng="en"><![CDATA[decision-making]]></kwd>
<kwd lng="en"><![CDATA[modeling and simulation]]></kwd>
<kwd lng="en"><![CDATA[natural disaster simulation]]></kwd>
<kwd lng="en"><![CDATA[wargaming]]></kwd>
<kwd lng="es"><![CDATA[toma de decisiones]]></kwd>
<kwd lng="es"><![CDATA[juegos de guerra]]></kwd>
<kwd lng="es"><![CDATA[modelado y simulación]]></kwd>
<kwd lng="es"><![CDATA[sistema crítico]]></kwd>
<kwd lng="es"><![CDATA[simulación de desastres naturales]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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<surname><![CDATA[Perez]]></surname>
<given-names><![CDATA[D]]></given-names>
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<source><![CDATA[Explicación de la emergencia de Hidroituango, mapas, videos y fotos]]></source>
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<collab>Comite municipal de gestión de riesgo</collab>
<source><![CDATA[Municipio de Tarazá-Antioquia Plan Municipal de Gestión del Riesgo de Desastres]]></source>
<year>2018</year>
<publisher-loc><![CDATA[Taraza ]]></publisher-loc>
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</article>
