An ensemble of intelligent water drop algorithm for feature selection optimization problem.
Applied Soft Computing(2018)
摘要
•FS-MRMC-IWD is introduced as an ensemble of the IWD for feature selection.•The potential of the MRMC-IWD using real-world optimization is assessed.•The FS-MRMC-IWD is evaluated using benchmark optimization tasks.•The FS-MRMC-IWD is evaluated using two real-world problems•Comparative studies are conducted to the classification accuracy and feature reduction.
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关键词
Intelligent water drops,Optimization,Swarm intelligence,Feature selection,Motion detection,Motor fault detection
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