Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions

@inproceedings{Pelikan2011AnalysisOE,
  title={Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions},
  author={Martin Pelikan},
  booktitle={GECCO},
  year={2011}
}
Epistasis correlation is a measure that estimates the strength of interactions between problem variables. This paper presents an empirical study of epistasis correlation on a large number of random problem instances of NK landscapes with nearest neighbor interactions. The results are analyzed with respect to the performance of hybrid variants of two evolutionary algorithms: (1) the genetic algorithm with uniform crossover and (2) the hierarchical Bayesian optimization algorithm. 

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