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Advanced Level
Técnicas heurísticas de búsqueda y optimización en IA
352Learners already enrolled
1.5-3 Avg Hours
CPD Accredited
Técnicas heurísticas de búsqueda y optimización en IA
Este curso en línea gratuito explora la búsqueda heurística en inteligencia artificial utilizada para descubrir posibles soluciones.
El atributo más deseable de la inteligencia artificial es su capacidad para analizar y ejecutar acciones con una alta probabilidad de alcanzar un objetivo. Este curso cubre un subconjunto de la inteligencia ... El atributo más deseable de la inteligencia artificial es su capacidad para analizar y ejecutar acciones con una alta probabilidad de alcanzar un objetivo. Este curso cubre un subconjunto de la inteligencia artificial conocido como búsqueda heurística. Investigamos varias técnicas de búsqueda, como la escalada de colinas y la búsqueda en el mejor primero. También se explican las estrategias de juego que emplean algoritmos de reducción de valores mínimos y beta alfa.
COURSE PUBLISHER EDUCBALeading digital learning platform.
Total XP: What You Will Learn In This Free Course
- Define the term 'Heuristics'...
- List the heuristic search algorithm...
- Outline the components of a heurist...
- Describe hill climbing and best-fir...
- Define the term 'Heuristics'
- List the heuristic search algorithms
- Outline the components of a heuristic function
- Describe hill climbing and best-first search algorithms
- Indicate the factors to consider for measuring problem-solving performance
- Explain the local admissibility for Heuristic and mini-max algorithm for game playing
- Summarise the steps for implementation of the mini-max algorithm
- Discuss Heuristics applied to states of tic-tac-toe and alpha-beta pruning for mini-max
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