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Simulación en Acción

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Aprende simulación

Created by

JOSE JAVIER ZAVALA FERNANDEZ
JOSE JAVIER ZAVALA FERNANDEZ
Peru

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Simulación en Acción
 

Simulación en AcciónOnline version

Aprende simulación

by JOSE JAVIER ZAVALA FERNANDEZ
1

¿Qué es la simulación?

La simulación es crear un modelo que reproduce, de forma controlada, el comportamiento de un sistema real para estudiarlo sin experimentar directamente.

2

Tipos de simulación

Existen dos grandes tipos: determinística, con resultados fijos; y estocástica, que introduce incertidumbre mediante variables aleatorias.

3

Pasos básicos

Definir objetivo, construir el modelo, validar, ejecutar experimentos, analizar resultados y comunicar hallazgos a las partes interesadas.

4

Modelos: discreto vs continuo

Los modelos pueden ser discretos (eventos puntuales) o continuos (variables que cambian sin interrupción).

5

Validación y calibración

Se compara con datos reales y se ajustan parámetros para que el modelo reproduzca observaciones verificables.

6

Ejemplos de uso

Clima, tráfico, finanzas, manufactura y robótica son campos donde la simulación facilita decisiones seguras.

7

Métodos comunes

Destacan la simulación de eventos discretos y la Monte Carlo, que exploran incertidumbre mediante muchas simulaciones.

8

Ventajas

Ahorro de costos, menor riesgo, experimentos controlados y posibilidad de probar escenarios extremos sin afectar la realidad.

9

Limitaciones

Las asunciones deben ser realistas; la calidad depende de datos y del diseño del modelo.

10

Aplicaciones futuras

La IA, simulación cuántica y herramientas educativas expanden el uso de la simulación en distintos sectores.
 
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