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A través de un enfoque evolutivo, la red combina valores entre sus neuronas para optimizar su capacidad de adaptación y mejorar su desempeño de manera autónoma, inspirándose en los principios de la evolución natural.\n\u003c/p\u003e\n\n## Tecnologías\n* Python\n\n## Estructura del proyecto\n* \u003cp style=\"text-align: justify;\"\u003e Gráficas: Coloca la gráfica de distribución de los valores de la red neuronal por iteración.\u003cp\u003e\n* \u003cp style=\"text-align: justify;\"\u003e Models: Ahí se almacenan los modelos generados después de las iteraciones.\u003cp\u003e\n\n## Descripción de los scripts\n* \u003cp style=\"text-align: justify;\"\u003e Analitico: Realiza la gráfica de por iteración.\u003cp\u003e\n* \u003cp style=\"text-align: justify;\"\u003e Genetico: Realiza el proceso del algoritmo genetico dentro de la red neuronal.\u003cp\u003e\n* \u003cp style=\"text-align: justify;\"\u003e Cerebro: Clase que la red neuronal que controlara el objeto explorador.\u003cp\u003e\n* \u003cp style=\"text-align: justify;\"\u003e Mapa: Clase que define el mapa.\u003cp\u003e\n* \u003cp style=\"text-align: justify;\"\u003e Sensores: Clase que define los sensores.\u003cp\u003e\n* \u003cp style=\"text-align: justify;\"\u003e Usuario: Clase que define al objeto explorador.\u003cp\u003e\n\n## Algoritmo Genético\n\u003cp align=\"center\"\u003e\u003cimg src=\"imagenes\\Genetico.gif\" width=500 height=300\u003e\u003c/img\u003e\u003cbr\u003eGif algoritmo genético\u003c/p\u003e\n\n## Muestra de funcionamiento\n\u003cp align=\"center\"\u003e\u003cimg src=\"imagenes\\Entrenamiento.gif\" width=300 height=300\u003e\u003c/img\u003e\u003cbr\u003eGif del entrenamiento\u003c/p\u003e\n\n## Distribuciones de los valores de la red neuronal por iteración\n\u003cp align=\"center\"\u003e\u003cimg src=\"imagenes\\Distribuciones.gif\" width=500 height=300\u003e\u003c/img\u003e\u003cbr\u003eGif del distribuciones\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fianpangdev%2Fneuroevolucion","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fianpangdev%2Fneuroevolucion","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fianpangdev%2Fneuroevolucion/lists"}