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En este documento se presenta una simulacin del Algoritmo Gentico para la estimacin de parmetros de la funcin discriminante en el problema de discriminacin en dos poblaciones. Para ello, se emple la base de datos con dos especies de flores de iris, a la que se le aplic remuestreo para generar n muestras, de las cuales se obtuvo el anlisis discriminante de Fisher y as obtener n funciones discriminantes que forman la poblacin inicial. Despus se us la tcnica de Algoritmos Genticos, sta emplea un mtodo de seleccin (mtodo de la ruleta), y la aplicacin de operadores genticos (cruce aritmtico, mutaciones uniforme y normal); lo que permiti realizar la bsqueda de las mejores funciones con el mnimo error de clasificacin y a travs de validacin cruzada se observa cuales funciones clasifican y discriminan mejor con respecto a las obtenidas por el mtodo tradicional.
⚠️ WARNING (California Proposition 65):
This product may contain chemicals known to the State of California to cause cancer,
birth defects, or other reproductive harm.
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