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Computational-Intelligence

Repository for the CENG632 course that I have taken at IZTECH

Syllabus

  1. Introduction to Computational Intelligence
  2. Introduction to Artificial Neural Networks, Threshold Logic Units (Perceptrons)
  3. General Neural Networks
  4. Multi-layer Perceptrons-I
  5. Multi-layer Perceptrons-II
  6. Some variants of ANNs
  7. Introduction to metaheuristics, Evolutionary Computation, and Swarm Intelligence
  8. Genetic Algorithms
  9. Midterm Exam
  10. Spring Break
  11. Differential Evolution
  12. Particle Swarm Optimization
  13. Ant Colony Optimization
  14. Project Presentations

Link to course project