Evolutionary Algorithms for Robust Density-Based Data Clustering

Table 1

Implementation parameters for clean three-cluster data.

	SMC-R	DBSCAN-RC
Length of the chromosome	9000	16
Population size, 𝑃	100, 200	100, 200
Number of generations, 𝐺	30	30
User-defined fitness parameters	α = β = 0.5	δ = 1, η = 0
Probability of crossover, 𝑝𝑐	0.95	0.98
Probability of mutation, 𝑝𝑚	0.05	0.005