Showing posts with label The Probability of Cross over. Show all posts
Showing posts with label The Probability of Cross over. Show all posts

Thursday, August 7, 2008

Chosing GA parameters

The following are the parameters to GA:

  • The Probability of Cross over (pc)
  • The Probability of Mutation (pm)
  • No of generations (n)
  • String length (l)
  1. 0.6<=pc<=0.9.
  2. 0<=pm<=0.1.
  3. It depends on your processors's speed. 100 is an optimal one.
  4. Increase in l increases accuracy but decreases speed. 20 is an optimal value.
The reasons for choosing these values ll be discussed in the upcoming steps.