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Table 9 the differences between DGS, GA and GEP

From: Deep gene selection method to select genes from microarray datasets for cancer classification

 

DGS

GA

GEP

number of chromosomes in each generation

Same number

Same number

Same number

Chromosome length

Flexible length

Fixed length

Flexible length

Generation size

changeable size

Fixed size

Fixed size

Genetic Operation

Systematic selection

Random selection

Random selection

Terminal set

Different set in each generation

Same set in each generation

Same set in each generation