Enhanced Differential Evolution using center-based sampling

@article{Esmailzadeh2011EnhancedDE,
  title={Enhanced Differential Evolution using center-based sampling},
  author={Ali Esmailzadeh and Shahryar Rahnamayan},
  journal={2011 IEEE Congress of Evolutionary Computation (CEC)},
  year={2011},
  pages={2641-2648}
}
The classical Differential Evolution (DE) has showed to perform efficiently in solving both benchmark functions and real-world problems. However, DE, similar to other evolutionary algorithms deteriorate in performance during solving high-dimensional problems. Opposition-based Differential Evolution (ODE) was introduced and, in general, has shown better performance comparing to classical DE for solving large-scale problems. In this paper, we propose an enhancement to ODE in order to improve its… CONTINUE READING
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