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A Modified Decomposition Based Multi-objective Optimization Algorithm for High Dimensional Feature Selection

Published • Nov 7, 2021
NobleIDNI8P59W41R13S80
Authors:
Manlin Xuan
,
Lingjie Li
,
Qiuzhen Lin

Abstract

Feature selection (FS) is an important research topic in the field of data preprocessing. For this reason, a modified decomposition based multi-objective optimization algorithm, namely M-MOEA/D, is proposed for high dimensional FS, in which an efficient elimination and repair strategy and a modified...

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