So, I know that facial recognition is pretty decent, but I think that HyperNEAT would be pretty good at doing this. I think that it would be able to take advantage of the geometry of the face in order to better characterize the face. I have found a paper that used HyperNEAT on digits, and… Continue reading HyperNEAT and facial recognition
Category: Evolutionary Computing
F-statistics for NEAT
To determine the number of genomes within the population automatically could use F-statistics (http://en.wikipedia.org/wiki/F-statistics). It doesn’t seem like it has been explored in genetic algorithms, rather for human population studies. Another way that subpopulations could be culled is to use the inbreeding coefficient (http://en.wikipedia.org/wiki/Coefficient_of_relationship).