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A Hybrid Initialization and Effective Reproduction-Based Evolutionary Algorithm for Tackling Bi-Objective Large-Scale Feature Selection in Classification

Evolutionary algorithms have been widely used for tackling multi-objective optimization problems, while feature selection in classification can also be seen as a discrete bi-objective optimization problem that pursues minimizing both the classification error and the number of selected features. Howe...

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Principais autores: Hang Xu, Chaohui Huang, Hui Wen, Tao Yan, Yuanmo Lin, Ying Xie
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-02-01
coleção:Mathematics
Assuntos:
bi-objective optimization
evolutionary algorithm
effective reproduction
hybrid initialization
large-scale feature selection
Acesso em linha:https://www.mdpi.com/2227-7390/12/4/554
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