Los sistemas difusos permiten efectuar cálculos cuando hay información con incertidumbre, o cuando se debe combinar información tanto cuantitativa como cualitativa. Se trata de una aproximación matemática para modelar esas situaciones. Este curso está diseñado para ayudar a entender y explicar cómo funcionan dichos sistemas.
Sistemas difusos
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5.0
(42 reviews)
Intermediate level
Some related experience required
21 hours to complete
3 weeks at 7 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Conocerás una aproximación matemática sencilla que permite acercar las descripciones cualitativas y cuantitativas de fenómenos muy variados.
Podrás explicar cómo funcionan ciertos sistemas que permiten hacer cálculos a partir de una descripción con palabras del funcionamiento deseado.
Podrás explicar cómo funcionan ciertos sistemas capaces de obtener adjetivos que califican una variable, a partir de otros adjetivos.
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10 assignments
Taught in Spanish
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There are 4 modules in this course
En esta semana se presentan los principios básicos de la teoría de conjuntos difusos y sus operaciones. También se explica cómo pueden usarse para ayudar a representar algunas situaciones en las que la información es imperfecta. Recuerde que también puede consultar el ítem recursos durante todo el curso, allí puede encontrar información de utilidad.
What's included
10 videos2 readings2 assignments1 programming assignment1 ungraded lab
En esta semana se presentan los sistemas difusos más conocidos. Se denominan 'Sistemas Basados en Reglas', o también 'Controladores Difusos'. Estos sistemas implementan una forma de razonamiento aproximado que se basa en la lógica difusa. En esta semana se muestran también varias herramientas de software.
What's included
15 videos1 reading3 assignments1 programming assignment2 ungraded labs
En esta semana se muestran algunos ejemplos sobre cómo se pueden usar las estrategias de aprendizaje de máquina para diseñar u optimizar los sistemas basados en reglas, o algunos de sus componentes.
What's included
10 videos2 readings2 assignments1 programming assignment1 ungraded lab
En esta semana se presentan los ''Sistemas de Computación con Palabras basados en Aritmética Difusa'. Con este tipo de sistemas se pueden modelar situaciones complejas, de un elevado número de variables, sin incurrir en el problema de explosión de la base de reglas.
What's included
15 videos2 readings3 assignments1 programming assignment1 ungraded lab
Instructor
Instructor ratings
5.0 (8 ratings)
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Recommended if you're interested in Data Analysis
Coursera Project Network
Coursera Project Network
Universidad de los Andes
Pontificia Universidad Católica de Chile
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