Novel multimodal problems and differential evolution with ensemble of restricted tournament selection

@article{Qu2010NovelMP,
  title={Novel multimodal problems and differential evolution with ensemble of restricted tournament selection},
  author={Bo-Yang Qu and Ponnuthurai Nagaratnam Suganthan},
  journal={IEEE Congress on Evolutionary Computation},
  year={2010},
  pages={1-7}
}
Multi-modal optimization refers to locating not only one optimum but a set of locally optimal solutions. Niching is an important technique to solve multi-modal optimization problems. The ability of discover and maintain multiple niches is the key capability of these algorithms. In this paper, differential evolution with an ensemble of restricted tournament selection (ERTS-DE) algorithm is introduced to perform multimodal optimization. The algorithms is tested on 15 newly designed scalable… CONTINUE READING

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