Computational_Intelligence

Assignments of the Computational Intelligence course taught by S. Hajipour at SUT. This repository contains both theritical and coding assignments.

Table of content

• Theoritical Assignments:
  

  1. Perceptron
  2. MLP
  3. RBF
  4. Evolutionary algorithms
  5. Particle Swarm Optimization & Ant Colony Optimization
  6. Fuzzy logic & control

• Coding Assignments:
  

  1. Implementing TLU and perceptron, inclusind the training process
  2. Implementing MLP network and backpropagation
  3. K-means with RBF networks, Implementing genetic algorithhm, ACO and PSO