基于自适应环境因子熵权决策的多目标特征选择

李涛, 李佳霖, 阮宁, 徐久成

Adaptive environmental factor entropy weight decision⁃making⁃based multi⁃objective feature selection

Tao Li, Jialin Li, Ning Ruan, Jiucheng Xu

表6 AMFS与五种多目标特征选择进化算法的时间复杂度的比较

Table 6 Time complexity of AMFS and other five multi?objective feature selection evolutionary algorithms

MOFSBDE	FSMOPSO	NSGAFS	DCDREA	NSGA⁃Ⅱ	AMFS
$O (N^{2} \times M)$	$O (N^{3} \times M)$	$O (n \times (N^{2} \times M))$	$O ((n \times m) (N^{2} \times M))$	$O (N^{2} \times M)$	$O ((n \times m) (N l g N \times M))$