Global and local real-coded genetic algorithms based on parent-centric crossover operators

@article{GarcaMartnez2008GlobalAL,
  title={Global and local real-coded genetic algorithms based on parent-centric crossover operators},
  author={Carlos Garc{\'i}a-Mart{\'i}nez and Manuel Lozano and Francisco Herrera and Daniel Molina and Ana M. S{\'a}nchez},
  journal={European Journal of Operational Research},
  year={2008},
  volume={185},
  pages={1088-1113}
}
Parent-centric real-parameter crossover operators create the offspring in the neighbourhood of one of the parents, the female parent. The other parent, the male one, defines the range of the neighbourhood. With the aim of improving the behaviour of these crossover operators, we present three processes that are performed before their application. First, a female and male differentiation process determines the individuals in the population that may become female or/and male parents. Then, two… CONTINUE READING
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