Research Article
A Complex Chained P System Based on Evolutionary Mechanism for Image Segmentation
Table 6
Average computation time in seconds over 50 runs.
| | Datasets | Clustering approaches | | PSO | DE | EPSO | APSO | KEPSO-CCP |
| | Iris | 2.4630 | 2.7315 | 3.0608 | 2.6708 | 3.3833 | | Newthyroid | 2.4785 | 2.8251 | 3.3350 | 2.8360 | 3.6576 | | Seeds | 2.4263 | 2.7072 | 3.2817 | 2.8446 | 3.5799 | | Diabetes | 2.7341 | 3.1116 | 4.9156 | 3.2315 | 5.2833 | | Yeast | 5.1674 | 5.2355 | 9.8255 | 5.6831 | 10.3316 | | Glass | 2.6526 | 3.0069 | 3.6378 | 2.9946 | 4.0859 | | CMC | 3.7550 | 4.0391 | 8.0583 | 3.9940 | 8.1726 | | Lung Cancer | 2.3451 | 2.7382 | 2.8267 | 2.7655 | 3.2006 |
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