Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm

Arina Buzdalova, Carola Doerr, Anna Rodionova. Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm. In Thomas Bäck, Mike Preuss, André H. Deutz, Hao Wang 0025, Carola Doerr, Michael T. M. Emmerich, Heike Trautmann, editors, Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II. Volume 12270 of Lecture Notes in Computer Science, pages 485-499, Springer, 2020. [doi]

@inproceedings{BuzdalovaDR20,
  title = {Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm},
  author = {Arina Buzdalova and Carola Doerr and Anna Rodionova},
  year = {2020},
  doi = {10.1007/978-3-030-58115-2_34},
  url = {https://doi.org/10.1007/978-3-030-58115-2_34},
  researchr = {https://researchr.org/publication/BuzdalovaDR20},
  cites = {0},
  citedby = {0},
  pages = {485-499},
  booktitle = {Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II},
  editor = {Thomas Bäck and Mike Preuss and André H. Deutz and Hao Wang 0025 and Carola Doerr and Michael T. M. Emmerich and Heike Trautmann},
  volume = {12270},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-58115-2},
}