Research Article
Evolutionary Algorithms for Robust Density-Based Data Clustering
Table 3
Clustering results for clean three-cluster data (
,
).
| | | SMC-R | DBSCAN-RC |
| | Optimal partition found (best case) | Yes | Yes | | Number of generations till optimal partition found (best case) | 18 | 25 | | Ratio of average fitness of terminating generation to fitness of random initial generation (average) | 18.7 | 14.5 |
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