Genetic algorithms application to satellite image classification in an intelligent grid services framework state of the art

Aplicación de algoritmos genéticos a la clasificación de imágenes de satélite en el marco de los servicios grid inteligentes estado del arte

dc.creatorHoyos Pineda, Jorge Gabriel
dc.creatorPérez Castillo, José Nelson
dc.date2007-12-01
dc.identifierhttps://revistas.unimilitar.edu.co/index.php/rcin/article/view/1078
dc.identifier10.18359/rcin.1078
dc.descriptionDuring many years, the web services have been interested about the syntactic interoperability problem among applications, but forgetting semantics. With the great amount of available information in the Web, and the emergence of news paradigms as Computing Grid, it is necessary to improve the web services by including the semantic component in order to achieve a better benefit from these resources and from necessary elements to be used in a grid environment. In the Web intelligence field, have been proposed several projects, among them, the application of soft computing techniques, such as, evolutionary computation. In this paper we will carry out a review about the Grid current development and other related topics, such as, Semantic Web and Web Services, as well as, the different approaches about the genetic algorithms application in satellite image classification problem.
dc.descriptionLos servicios Web han atendido durante muchos años el problema de la interoperabilidad sintáctica entre aplicaciones, dejando a un lado la semántica. Con el gran volumen de información disponible en la Web, y la aparición de nuevos paradigmas como la Computación Grid, ha surgido la necesidad de mejorar los servicios Web mediante la inclusión del componente semántico para lograr un mayor aprovechamiento de estos recursos y de los elementos necesarios para que dichos servicios puedan ser utilizados dentro de un ambiente Grid. En el campo de la inteligencia Web se han hecho varias propuestas, entre ellas la aplicación de técnicas de computación flexible como la computación evolucionaria. En este documento se realizará una revisión sobre el desarrollo actual de la Grid y otrostemas relacionados como la Web semántica y los servicios Web, además de los diferentes enfoques acerca de la aplicación de los Algoritmos Genéticos al problema de la clasificación de imágenes de satélite.
dc.formatapplication/pdf
dc.languagespa
dc.publisherUniversidad Militar Nueva Granada
dc.relationhttps://revistas.unimilitar.edu.co/index.php/rcin/article/view/1078/815
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dc.rightsDerechos de autor 2016 Ciencia e Ingeniería Neogranadina
dc.sourceCiencia e Ingenieria Neogranadina; Vol. 17 No. 2 (2007); 95-109
dc.sourceCiencia e Ingeniería Neogranadina; Vol. 17 Núm. 2 (2007); 95-109
dc.sourceCiencia e Ingeniería Neogranadina; v. 17 n. 2 (2007); 95-109
dc.source1909-7735
dc.source0124-8170
dc.subjectgrid
dc.subjectsemantic web
dc.subjectgenetic algorithms
dc.subjectimage classification
dc.subjectgrid
dc.subjectweb semántica
dc.subjectalgoritmos genéticos
dc.subjectclasificación de imágenes
dc.titleGenetic algorithms application to satellite image classification in an intelligent grid services framework state of the art
dc.titleAplicación de algoritmos genéticos a la clasificación de imágenes de satélite en el marco de los servicios grid inteligentes estado del arte
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion


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