IDA - Intelligent Data Analysis Research Group

BibTeX Entry

@inproceedings{Posik2010CauchyEDAvsRosenbrock,
  file = {Posik2010CauchyEDAvsRosenbrock.pdf},
  category = {ida-publications},
  author = {Petr Po{\v s}{\'i}k},
  title = {Comparison of Cauchy EDA and Rosenbrock's algorithms on the BBOB noiseless testbed},
  booktitle = {GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation},
  year = {2010},
  publisher = {ACM},
  address = {New York, NY, USA},
  pages = {1745-1752},
  url = {http://dx.doi.org/10.1145/1830761.1830798},
  keywords = {bbob, benchmarking, cauchy, ea, eda, rosenbrock},
  abstract = {Estimation-of-distribution algorithm equipped with Cauchy distribution (Cauchy EDA) is compared with Rosenbrock's local search algorithm. Both algorithms were already presented at the 2009 black-box optimization benchmarking workshop where Cauchy EDA usually ranked better than Rosenbrock's algorithm. This paper compares them in more detail and adds to the understanding of their key differences.},
  vvvs = {1},
  obory = {JC.JD},
  projects = {MLSC},
}


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