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HSK 606E - Yapay Zekâ Yöntemleri

Dersin Amaçları

1- To introduce soft computational techniques,
2- To introduce the genetic, ABC, KH, GSA etc. algorithms for hydraulic engineering uses,
3- To introduce AI techniques for hydraulic engineering applications
4- To introduce miscellaneous topics in soft computing research of hydraulics and future research directions,

Dersin Tanımı

Introduction to soft computational methods. Compressive sensing. Wirtinger flow. Fuzzy logic and neural networks. Expert systems. Genetic algorithm. Artificial bee colony algorithm. Gravitational search algorithm. Krill herd algorithm. Artificial Intelligence (AI). AI Machine Learning: SVM, Naive Bayes, Trees. AI Deep Learning: CNNs, GANs, MIMO, LSTM. AI: Reinforcement Learning. Miscellaneous.

Koordinatörleri
Cihan Bayındır
Dersin Dili
İngilizce
 
 
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