Hybrid genetic algorithms for feature selection

  title={Hybrid genetic algorithms for feature selection},
  author={Il-Seok Oh and Jin-Seon Lee and Byung Ro Moon},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
This paper proposes a novel hybrid genetic algorithm for feature selection. Local search operations are devised and embedded in hybrid GAs to fine-tune the search. The operations are parameterized in terms of their fine-tuning power, and their effectiveness and timing requirements are analyzed and compared. The hybridization technique produces two desirable… CONTINUE READING