Alright another round of experiments for #wakegp has ended. This round was for determining if adding the conditional SelectP instruction to the set will have any effect on both program size and fitness.
Another round of experiments which is still going on, is determining how deletion mutation affects both program size and fitness, that is prevents bloat. Earlier experiments show that the simple parsimony pressure method I invented, has positive effect on both fitness and program size, but when there is also deletion mutation, the effect is even better. In those experiments, deleting an instruction randomly from all programs(that is a rate of 1.0) has positive impact on both fitness and average program size. Now I'm experimenting to see if more than one deletion per program would be even better.
#GeneticProgramming #GP #EvolutionaryML #ML #AI #MachineLearning #evolutionarycomputation #EC #LinearGeneticProgramming #wakeworddetection #wake_word_detection #optimization #opensourceML #opensource #FOSS #opensourceAI
