Research Article

Dimensionality Reduction in Complex Medical Data: Improved Self-Adaptive Niche Genetic Algorithm

Table 1

: the ability to maintain population diversity. was run for 20, 50, and 100 generations, respectively, in GA, NGA, and INGA.

GenerationGANGAINGA

200.56350.52130.4812
500.62710.57480.5248
1000.69630.61470.5629