Swarm Algorithms
DOI:
https://doi.org/10.52428/20758944.v12i36.680Keywords:
Optimization algorithms, Evolutionary computation, Community behaviorAbstract
Nowadays, it is common the use of artificial intelligence techniques to salve a variety of economic, financial, social and control problems. These techniques include algorithms swarm intelligence, which is a behavior-based approach bee, imitating their skills to salve problems. The bees' swarm algorithm is divided into two classes according to the foraging and by mating. The first class is based on the behavior of bees in search of their food source called ABC (colony of artificial bees), which is the newest search algorithm in the area of collective intelligence, is used to find good solutions to optimization problems, i.e., in the search far solutions to operative research problems.
The second class is based on the mating process of bees, called HBMO (bee mating optimization), and has been implemented successfully in problems of scheduling, data mining, optimization and unrestricted.
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Aguilar, J. (2009). Sistemas artificiales de abejas. Recuperado el Junio de 2015, de Sistemas artificiales de abejas: http://www.ing.ula.ve/-aguilar/actividaddocente/lAA/transparencias/Clase7.pdf
Arauja, A. (Diciembre de 2013). slideshare. Recuperado el http://es.slideshare.net/arnoely/algoritmo-enjambre-de-abejas de Junio de 2015, de slideshare: http://es.slideshare.net/arnoely/algoritmo-enjambre-de-abejas
Baeza. (2013). Metaheurísticas. Recuperado el 2015, de Metaheurísticas: http://sci2s.ugr.es/seminars/5/Int-Metaheuristicas-UIA-Baeza-2006. pdf
Cárdenas, M. (29 de Octubre de 2011). ciemat. Recuperado el Junio de 2015, de ciemat: http://wwwae.ciemat.es/-cardenas/docs/curso_AE/H ormigas_Abejas.pdf
Isla, D. (2014). Implementación de búsqueda local en algoritmo de abejas.
Elsevier. (201 O). Elsevier. Obtenido de Elsevier: http://web.info.uvt.ro/-dzaharie/cne2012/proiecte/tehnici/ABC/ABC%2Bfinancia1Classification.pdf
Muñoz, M. A. (2008). Inteligencia de enjambres: sociedades para la solución de problemas . Scielo.
Ramírez, G. C. (2012). Repositorio. Recuperado el 20 de Junio de 2015, de Repositorio: http://repositorio.uis.edu.co/jspui/bit - stream/123456789/5474/2/143057.pdf
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Copyright (c) 2016 Gloria Estefanía Torrez Terrazas y Benjamín H. Buitrago Conde
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