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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Autors principals:	Hang Xu, Chaohui Huang, Hui Wen, Tao Yan, Yuanmo Lin, Ying Xie
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2024-02-01
Col·lecció:	Mathematics
Matèries:	bi-objective optimization evolutionary algorithm effective reproduction hybrid initialization large-scale feature selection
Accés en línia:	https://www.mdpi.com/2227-7390/12/4/554
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