September 2018
Intermediate to advanced
228 pages
6h 54m
English
Content preview from Swarm Intelligence
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5.4 Firefly in real world applications 113
Table 5.5: Best, mean, and worst obtained fitness value for the different optimizers used
Dataset GA PSO FPA
Best Mean Worst Best Mean Worst Best Mean Worst
Breast cancer 0.0215 0.0240 0.0258 0.0129 0.0223 0.0258 0.0129 0.0232 0.0300
Exactly 0.2485 0.2844 0.3054 0.2784 0.2892 0.3024 0.0539 0.1485 0.2814
Exactly2 0.2186 0.2293 0.2425 0.2096 0.2281 0.2455 0.2096 0.2257 0.2515
Lymphography 0.1224 0.1557 0.2041 0.1224 0.1598 0.2244 0.1224 0.1352 0.1837
M-of-N 0 0.0766 0.1198 0 0.0808 0.1886 0 0.0108 0.0299
Tic-tac-toe 0.1781 0.2238 0.2531 0.1781 0.23625 0.2656 0.2062 0.225 0.2531
Vote 0.02 0.042 0.06 0.03 0.044 0.07 ...
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