Research Article
Evolutionary Algorithms for Robust Density-Based Data Clustering
Table 4
Implementation parameters for noisy three-cluster data.
| | SMC-R | DBSCAN-RC |
| Length of the chromosome | 10000 | 16 | Population size, | 50–200 | 50–200 | Number of generations, | 10, 20, 30, 50 | 10, 20, 30, 50 | User-defined fitness parameters | α = β = 0.5 | δ = 0.5, η = 0.5 | Probability of crossover | 0.95 | 0.98 | Probability of mutation | 0.05 | 0.005 |
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