A niche-elimination operation based NSGA-III algorithm for many-objective optimization

@article{Bi2017ANO,
  title={A niche-elimination operation based NSGA-III algorithm for many-objective optimization},
  author={Xiaojun Bi and Chao Ching Wang},
  journal={Applied Intelligence},
  year={2017},
  volume={48},
  pages={118-141}
}
Decomposition-based multi-objective evolutionary algorithms have been found to be very promising for many-objective optimization. The recently presented non-dominated sorting genetic algorithm III (NSGA-III) employs the decomposition idea to efficiently promote the population diversity. However, due to the low selection pressure of the Pareto-dominance relation the convergence of NSGA-III could still be improved. For this purpose, an improved NSGA-III algorithm based on niche-elimination… CONTINUE READING

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