Adaptive Fitness Predictors in Coevolutionary Cartesian Genetic Programming

@article{Drahosova2018AdaptiveFP,
  title={Adaptive Fitness Predictors in Coevolutionary Cartesian Genetic Programming},
  author={Michaela Drahosova and Luk{\'a}s Sekanina and Michal Wiglasz},
  journal={Evolutionary Computation},
  year={2018},
  pages={1-27}
}
In genetic programming (GP), computer programs are often coevolved with training data subsets that are known as fitness predictors. In order to maximize performance of GP, it is important to find the most suitable parameters of coevolution, particularly the fitness predictor size. This is a very time consuming process as the predictor size depends on a… CONTINUE READING