Research Article

Feature Extraction and Selection Scheme for Intelligent Engine Fault Diagnosis Based on 2DNMF, Mutual Information, and NSGA-II

Table 2

Parameters of NSGA-II for feature selection.

Parameters of NSGA-IIParameter settings

Population size200
Generation60
Crossover probability0.8
Mutation probability0.01
Crossover methodBinary crossover
Mutation methodBinary mutation
Selection methodTournament selection