Niche Radius Adaptation in the CMA-ES Niching Algorithm

@inproceedings{Shir2006NicheRA,
  title={Niche Radius Adaptation in the CMA-ES Niching Algorithm},
  author={Ofer M. Shir and Thomas B{\"a}ck},
  booktitle={PPSN},
  year={2006}
}
Following the introduction of two niching methods within Evolution Strategies (ES), which have been presented recently and have been successfully applied to theoretical high-dimensional test functions, as well as to a real-life high-dimensional physics problem, the purpose of this study is to address the so-called niche radius problem. A new concept of adaptive individual niche radius, introduced here for the first time, is applied to the ES Niching with Covariance Matrix Adaptation (CMA… CONTINUE READING
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