Evolutionary programming made faster

@article{Yao1999EvolutionaryPM,
  title={Evolutionary programming made faster},
  author={Xin Yao and Yong Huan Liu and Guangming Lin},
  journal={IEEE Trans. Evolutionary Computation},
  year={1999},
  volume={3},
  pages={82-102}
}
Evolutionary programming (EP) has been applied with success to many numerical and combinatorial optimization problems in recent years. EP has rather slow convergence rates, however, on some function optimization problems. In this paper, a “fast EP” (FEP) is proposed which uses a Cauchy instead of Gaussian mutation as the primary search operator. The relationship between FEP and classical EP (CEP) is similar to that between fast simulated annealing and the classical version. Both analytical and… CONTINUE READING
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