Distributed Probabilistic Model-Building Genetic Algorithm

@inproceedings{Hiroyasu2003DistributedPM,
  title={Distributed Probabilistic Model-Building Genetic Algorithm},
  author={Tomoyuki Hiroyasu and Mitsunori Miki and Masaki Sano and Hisashi Shimosaka and Shigeyoshi Tsutsui and Jack J. Dongarra},
  booktitle={GECCO},
  year={2003}
}
Algorithms where offsprings (new search points) are generated according to the estimated probability model of the good parents are called the Probabilistic Model-Building Genetic Algorithms (PMBGAs). In this paper, a new model of PMBGA, Distributed PMBGA (DPMBGA), is proposed. In the DPMBGA, the correlation between the design variables is considered by PCA… CONTINUE READING