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The decision-making (DM) process in critical environments is a complex process that can be simulated due to current telematic capabilities, which allow the real time interaction of large amounts of data. This document describes the proposed architecture from a research process, developed by the FAC Aerospace Technology Development Center (CETAD), where using computational and expert system tools, allowed to create a computational environment for decision maker evaluated his options to prepares for real events, simulating characteristics, resources and strategies in a real time environment. This document describes an investigation product resulted in a simulation system, based on a combination of fuzzy logic, genetic algorithms and decision trees which let modelled and simulated various entities and their automatic response according to simulated patterns and situations, in which, through operators, decision maker can modify entities behaviour, according to parameterized restrictions and physical conditions. Also based on business intelligence tools, reports are generated to evaluate the decisions made. This type of technologies improves planning capacity and facilitate the decision-making process. System allows simulating any media deployment in national security and critical events context. Thus, a case study was developed for implementation of a support in natural disaster scenario simulation

Los Sistemas de Defensa Aérea y del Sistema de Control de Mando (C2) son sistemas críticos en el que cada etapa afecta el rendimiento y el error medio del sistema de todos. El Centro de Desarrollo Tecnológico Aeroespacial para la Defensa -CETAD ha estado trabajando para desarrollar técnicas de rastreo para satisfacer las necesidades de la Fuerza Aérea de Colombia, como se explica en este artículo. ResumenThe Air Defense Systems and Command Control System (C2) are critical systems in which each stage affects the performance and the average error of the all system. The Center for the Development of Aerospace Defense Technology -CETAD have been working to develop tracking techniques to suit the needs of the Air Force of Colombia, as discussed in this article. Abstract 1El artículo de investigación es derivado del proyecto titulado Sistema de Comando y Control Colombiano "HORUS" en su primera etapa, apoyado por el Comando de la FAC, la Jefatura de Operaciones Aéreas y el Comando Aéreo de Combate N°5, el Centro de Desarrollo Tecnológico Aeroespacial para la Defensa. El Autor desarrolla los algoritmos aquí descritos para dar solución a los problemas de esta naturaleza.

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