A Data Fusion System for Simulation of Critical Scenarios and Decision-Making
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...
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| Format: | Article |
| Language: | English |
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Editorial Neogranadina
2019-11-01
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| Series: | Ciencia e Ingeniería Neogranadina |
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| Online Access: | https://revistasunimilitareduco.biteca.online/index.php/rcin/article/view/4131 |
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| author | Jimmy Anderson Flórez Zuluaga Esteban Patiño Carrasco Jose David Ortega Pabón Kelly Gallego León O. Lucía Quintero Montoya |
| author_facet | Jimmy Anderson Flórez Zuluaga Esteban Patiño Carrasco Jose David Ortega Pabón Kelly Gallego León O. Lucía Quintero Montoya |
| author_sort | Jimmy Anderson Flórez Zuluaga |
| collection | DOAJ |
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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
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| format | Article |
| id | doaj-art-ab806c32edcf4454b2e4c4661d5f888e |
| institution | Kabale University |
| issn | 0124-8170 1909-7735 |
| language | English |
| publishDate | 2019-11-01 |
| publisher | Editorial Neogranadina |
| record_format | Article |
| series | Ciencia e Ingeniería Neogranadina |
| spelling | doaj-art-ab806c32edcf4454b2e4c4661d5f888e2025-02-05T08:57:45ZengEditorial NeogranadinaCiencia e Ingeniería Neogranadina0124-81701909-77352019-11-01301A Data Fusion System for Simulation of Critical Scenarios and Decision-MakingJimmy Anderson Flórez Zuluaga0https://orcid.org/0000-0002-0426-1000Esteban Patiño Carrasco1https://orcid.org/0000-0001-5820-0783Jose David Ortega Pabón2https://orcid.org/0000-0002-2743-9422Kelly Gallego León3https://orcid.org/0000-0002-7076-399XO. Lucía Quintero Montoya4https://orcid.org/0000-0002-8697-4361Fuerza Aérea ColombianaFuerza Aérea ColombianaFuerza Aérea ColombianaFuerza Aérea ColombianaUniversidad EAFIT 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 https://revistasunimilitareduco.biteca.online/index.php/rcin/article/view/4131Decision makingwargamingmodeling and simulationcritical systemnatural disaster simulation |
| spellingShingle | Jimmy Anderson Flórez Zuluaga Esteban Patiño Carrasco Jose David Ortega Pabón Kelly Gallego León O. Lucía Quintero Montoya A Data Fusion System for Simulation of Critical Scenarios and Decision-Making Ciencia e Ingeniería Neogranadina Decision making wargaming modeling and simulation critical system natural disaster simulation |
| title | A Data Fusion System for Simulation of Critical Scenarios and Decision-Making |
| title_full | A Data Fusion System for Simulation of Critical Scenarios and Decision-Making |
| title_fullStr | A Data Fusion System for Simulation of Critical Scenarios and Decision-Making |
| title_full_unstemmed | A Data Fusion System for Simulation of Critical Scenarios and Decision-Making |
| title_short | A Data Fusion System for Simulation of Critical Scenarios and Decision-Making |
| title_sort | data fusion system for simulation of critical scenarios and decision making |
| topic | Decision making wargaming modeling and simulation critical system natural disaster simulation |
| url | https://revistasunimilitareduco.biteca.online/index.php/rcin/article/view/4131 |
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