Evolutionary Computation [Week 5]

[sprince0031]

General notes about exercise set 3

• 1st question has potential to appear for the mid-term exam.
• Question 2 (Salustowicz function)
  • Create a CSV with data from the docx.
  • Open the CSV in your code
  • Write a fitness function : MSE(predicted, target)
  • Do several runs and plot the graph with the best results.
  • Tip: adapt the notebook GP for regression problems.
• Question 3: 3-bit parity
  • Adapt the notebook"GPParity" (it solves the 6-bit parity problem)
  • Change the function after choosing the combination of parameters.