QIP 2019

Course Contents (Tentative)

  • Introduction to Artificial Intelligence
  • Introduction to Fuzzy Logic
  • Basic Concepts of Fuzzy Systems
  • Introduction to Neural Network and Deep Learning
  • Fuzzy Computing
  • Industrial Applications of Artificial Intelligence
  • Signal and Image Processing
  • Evolutionary Computing and Algorithms
  • Genetic Algorithms
  • Optimization Algorithms
  • Fuzzy Modeling, Diagnosis, and Control
  • Fuzzy Inference Systems
  • Adaptive Neuro Fuzzy Inference Systems (ANFIS)
  • Fuzzy Controllers
  • Type-2 Fuzzy Set
  • Fuzzy Systems-based Clustering, Classification, and Regression
  • Deep Learning and Deep Fuzzy Networks (DFN)
  • Applications of Fuzzy Systems into different real-life problems